Ejercicio 2#
Dado los siguientes conjuntos de datos NeurIPS 2024 - Predict New
Medicines with BELKA y Open Problems – Single-Cell Perturbations, realizar un análisis exploratorio
de datos el cual incluya lo siguiente:
Análisis del problema de aplicación.
Realice un resumen describiendo la importancia del problema, en que consiste y la fuente de los datos.
Realice descripción del tipos de variables, calcular número de observaciones,
media,desviación estándar,mínimo, máximo,cuartiles, realizar conteo de datos faltantes y su porcentaje,histogramaodiagrama de barraspara la variable respuesta e independientes según corresponda. Análisis desimetría,datos atípicosydispersión, etc,… por medio deboxplot().Análisis bivariado.Trazado de scatterplot()yregplot().En cada figura agregar un análisis y descripción. Complemente el EDA con visualizaciones que muestren patrones importantes presentes en los datos.
Según corresponda, realizar imputación de datos faltantes usando imputación múltiple iteraticva (ver IterativeImputer()).
Realizar reducción de dimensionalidad por medio de eliminiación de columnas altamente correlacionadas usando Variance Inflation Factor (VIF). Para esto se recomienda usar la siguiente librería variance_inflation_factor().
Un V IF ≥ 10 indica alta multicolinealidad entre una variable independiente y mas de dos variables explicativas. Recomendación:
Eliminar una columna a la vez. Aquella con el máximo
VIF ≥ 10. Luego, para el nuevo pandas, calcular nuevamente VIF e identificar nuevas columnas conV IF ≥ 10 máximo, y así sucesivamente hasta obtener solo valores deVIF < 10.Según corresponda, variables categóricas deben previamente codificarse usando por ejemplo
OneHotEncoder()ver por ejemplo Aplicación: Titanic Dataset. Pueden mantener las variables categóricas antes de la codificación previa al entrenamiento del modelo y reducir multicolinealidad usando la pruebachi2_contingency().Si el número de variables explicativas es pequeño y además, cada una de las variables son de gran importancia para explicar las predicciones, una alternativa correcta es mantenerlas todas. Como Científico de Datos, tome la decisión más adecuada y justifíquela.
Problema y contextualización general#
l objetivo del desafío es predecir diferenciales de expresión génica (differential expression, DE) para dos tipos celulares: Células B y Células Mieloides (Myeloid cells). El diferencial de expresión se refiere a cómo ciertos genes cambian su nivel de expresión cuando una célula es tratada con un compuesto en comparación con un control negativo (DMSO).
El objetivo es entrenar un modelo para predecir cómo los genes de las células B y Mieloides responderán a los tratamientos de compuestos nuevos (que no has visto en los datos de entrenamiento) en comparación con los controles.
la división de los datos consiste en los siguientes tres grupos:
Entrenamiento (Train Data):
Incluye todos los compuestos para los tipos celulares T cells (CD4+, CD8+, regulatory) y NK cells. También incluye un subconjunto de 15 compuestos (más controles positivos y negativos) para los tipos celulares B cells y Myeloid cells. Estos datos son los que usarás para entrenar tu modelo.
Test Público (Public Test Data):
Incluye 50 compuestos seleccionados al azar en B cells y Myeloid cells. Estos datos los usarás para validar tu modelo (evaluación pública).
Test Privado (Private Test Data):
Incluye 79 compuestos seleccionados al azar en B cells y Myeloid cells. Este es el conjunto de prueba oculto que se usará para la evaluación final del modelo (evaluación privada).
Librerías y paquetes necesarios#
!pip install gcsfs
!pip install google-cloud-storage
!pip install dask[complete]
!pip install tabulate
!pip install plotly
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import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import dask.dataframe as dd
from tabulate import tabulate
import plotly.express as px
---------------------------------------------------------------------------
ModuleNotFoundError Traceback (most recent call last)
Cell In[2], line 4
2 import numpy as np
3 import matplotlib.pyplot as plt
----> 4 import seaborn as sns
5 import dask.dataframe as dd
6 from tabulate import tabulate
ModuleNotFoundError: No module named 'seaborn'
Importación del conjunto de datos#
Se trabajará con el archivo de_train.parquet desde el llamado a la API de google cloud dado su alto peso en almacenamiento (92GB). Se hará llamado a la clave del aceso al almacenamiento a través de un archivo de tipo Json.
from google.colab import files
files.upload() # Esto te permitirá seleccionar y cargar el archivo JSON
Saving euphoric-loop-434820-n4-643ce87a9c0b.json to euphoric-loop-434820-n4-643ce87a9c0b.json
{'euphoric-loop-434820-n4-643ce87a9c0b.json': b'{\n "type": "service_account",\n "project_id": "euphoric-loop-434820-n4",\n "private_key_id": "643ce87a9c0b5db06a4eba469fe881b89ab2f2f8",\n "private_key": "-----BEGIN PRIVATE KEY-----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\\nq5vT/IhqH99p8xnKOhV1Ug==\\n-----END PRIVATE KEY-----\\n",\n "client_email": "colab-access@euphoric-loop-434820-n4.iam.gserviceaccount.com",\n "client_id": "103206074689799336925",\n "auth_uri": "https://accounts.google.com/o/oauth2/auth",\n "token_uri": "https://oauth2.googleapis.com/token",\n "auth_provider_x509_cert_url": "https://www.googleapis.com/oauth2/v1/certs",\n "client_x509_cert_url": "https://www.googleapis.com/robot/v1/metadata/x509/colab-access%40euphoric-loop-434820-n4.iam.gserviceaccount.com",\n "universe_domain": "googleapis.com"\n}\n'}
import os
from google.cloud import storage
os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = "/content/euphoric-loop-434820-n4-643ce87a9c0b.json"
# Crear un cliente de Google Cloud Storage
client = storage.Client()
# Listar los buckets para verificar la conexión
buckets = list(client.list_buckets())
print(buckets)
[<Bucket: ml_parcial1_ejercicio2>]
# Nombre de tu bucket
bucket_name = 'ml_parcial1_ejercicio2'
# Obtener el bucket
bucket = client.get_bucket(bucket_name)
# Listar todos los blobs (archivos) en el bucket
blobs = bucket.list_blobs()
# Mostrar los archivos disponibles en el bucket
for blob in blobs:
print(blob.name)
de_train.parquet
Leemos nuestro archivo desde Google Cloud#
# Ruta completa del archivo Parquet en el bucket
parquet_file = 'de_train.parquet'
# Leer el archivo Parquet directamente desde el bucket
df = pd.read_parquet(f'gs://{bucket_name}/{parquet_file}', storage_options={'token': '/content/euphoric-loop-434820-n4-643ce87a9c0b.json'})
Análisis Exploratorio de los datos#
Se realizará un análisis, inspección y observación inicial de los datos, su estructura, el tipo de variable que contiene, presencia de datos faltantes, etc.
print("Información del DataFrame:")
df.info()
Información del DataFrame:
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 614 entries, 0 to 613
Columns: 18216 entries, cell_type to ZZEF1
dtypes: bool(1), float64(18211), object(4)
memory usage: 85.3+ MB
df.shape
(614, 18216)
df.columns
Index(['cell_type', 'sm_name', 'sm_lincs_id', 'SMILES', 'control', 'A1BG',
'A1BG-AS1', 'A2M', 'A2M-AS1', 'A2MP1',
...
'ZUP1', 'ZW10', 'ZWILCH', 'ZWINT', 'ZXDA', 'ZXDB', 'ZXDC', 'ZYG11B',
'ZYX', 'ZZEF1'],
dtype='object', length=18216)
df.head(10)
| cell_type | sm_name | sm_lincs_id | SMILES | control | A1BG | A1BG-AS1 | A2M | A2M-AS1 | A2MP1 | ... | ZUP1 | ZW10 | ZWILCH | ZWINT | ZXDA | ZXDB | ZXDC | ZYG11B | ZYX | ZZEF1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NK cells | Clotrimazole | LSM-5341 | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | 0.104720 | -0.077524 | -1.625596 | -0.144545 | 0.143555 | ... | -0.227781 | -0.010752 | -0.023881 | 0.674536 | -0.453068 | 0.005164 | -0.094959 | 0.034127 | 0.221377 | 0.368755 |
| 1 | T cells CD4+ | Clotrimazole | LSM-5341 | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | 0.915953 | -0.884380 | 0.371834 | -0.081677 | -0.498266 | ... | -0.494985 | -0.303419 | 0.304955 | -0.333905 | -0.315516 | -0.369626 | -0.095079 | 0.704780 | 1.096702 | -0.869887 |
| 2 | T cells CD8+ | Clotrimazole | LSM-5341 | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | -0.387721 | -0.305378 | 0.567777 | 0.303895 | -0.022653 | ... | -0.119422 | -0.033608 | -0.153123 | 0.183597 | -0.555678 | -1.494789 | -0.213550 | 0.415768 | 0.078439 | -0.259365 |
| 3 | T regulatory cells | Clotrimazole | LSM-5341 | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | 0.232893 | 0.129029 | 0.336897 | 0.486946 | 0.767661 | ... | 0.451679 | 0.704643 | 0.015468 | -0.103868 | 0.865027 | 0.189114 | 0.224700 | -0.048233 | 0.216139 | -0.085024 |
| 4 | NK cells | Mometasone Furoate | LSM-3349 | C[C@@H]1C[C@H]2[C@@H]3CCC4=CC(=O)C=C[C@]4(C)[C... | False | 4.290652 | -0.063864 | -0.017443 | -0.541154 | 0.570982 | ... | 0.758474 | 0.510762 | 0.607401 | -0.123059 | 0.214366 | 0.487838 | -0.819775 | 0.112365 | -0.122193 | 0.676629 |
| 5 | T cells CD4+ | Mometasone Furoate | LSM-3349 | C[C@@H]1C[C@H]2[C@@H]3CCC4=CC(=O)C=C[C@]4(C)[C... | False | 0.618061 | 0.180148 | 0.590015 | 0.035658 | 0.034297 | ... | -1.002997 | 0.177514 | 0.591768 | -0.412400 | -0.011633 | -0.044739 | 0.213627 | 0.186406 | -1.459477 | 1.164084 |
| 6 | T cells CD8+ | Mometasone Furoate | LSM-3349 | C[C@@H]1C[C@H]2[C@@H]3CCC4=CC(=O)C=C[C@]4(C)[C... | False | -0.148131 | 0.091336 | -0.097212 | 1.225601 | 0.045787 | ... | -0.228645 | 0.091248 | -0.581765 | 0.405682 | -0.034414 | 0.296333 | 0.170313 | 0.332022 | -0.532363 | 0.134475 |
| 7 | T regulatory cells | Mometasone Furoate | LSM-3349 | C[C@@H]1C[C@H]2[C@@H]3CCC4=CC(=O)C=C[C@]4(C)[C... | False | 0.561473 | 0.149415 | 3.224920 | 3.517419 | 1.361175 | ... | -0.156127 | 0.766118 | 0.702836 | 0.949482 | 0.757482 | 1.163063 | 1.532419 | -0.399292 | -2.412165 | 0.478977 |
| 8 | B cells | Idelalisib | LSM-1205 | CC[C@H](Nc1ncnc2[nH]cnc12)c1nc2cccc(F)c2c(=O)n... | False | 0.394173 | -0.153824 | 0.178232 | 0.566241 | 0.391377 | ... | -1.052302 | -1.176587 | -1.220291 | -0.278944 | -0.095066 | 1.101790 | 0.061803 | 1.406335 | -0.264996 | -0.119743 |
| 9 | Myeloid cells | Idelalisib | LSM-1205 | CC[C@H](Nc1ncnc2[nH]cnc12)c1nc2cccc(F)c2c(=O)n... | False | 0.025146 | 0.316388 | 1.366885 | 1.301593 | 2.317619 | ... | -0.902546 | -1.445523 | 0.794772 | 0.428973 | 0.605834 | 0.271988 | 0.492231 | 0.354721 | 1.471559 | -0.259483 |
10 rows × 18216 columns
Observemos el contenido de las primeras 6 columnas con el objetivo de intuir de que manera debemos dividir todo el conjunto de datos
print(df.iloc[:, :5].head())
cell_type sm_name sm_lincs_id \
0 NK cells Clotrimazole LSM-5341
1 T cells CD4+ Clotrimazole LSM-5341
2 T cells CD8+ Clotrimazole LSM-5341
3 T regulatory cells Clotrimazole LSM-5341
4 NK cells Mometasone Furoate LSM-3349
SMILES control
0 Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 False
1 Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 False
2 Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 False
3 Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 False
4 C[C@@H]1C[C@H]2[C@@H]3CCC4=CC(=O)C=C[C@]4(C)[C... False
Datos faltantes#
Se examina si hay presencia de datos faltantes y la matriz confirma la ausencia de datos faltamtes en todas las variables del conjunto de datos.
print("\nValores nulos por columna:")
print(df.isnull().sum())
Valores nulos por columna:
cell_type 0
sm_name 0
sm_lincs_id 0
SMILES 0
control 0
..
ZXDB 0
ZXDC 0
ZYG11B 0
ZYX 0
ZZEF1 0
Length: 18216, dtype: int64
# Crear una visualización de los valores nulos
plt.figure(figsize=(10, 6))
plt.imshow(df.isnull(), cmap='viridis', aspect='auto')
plt.colorbar(label='Datos faltantes (nulo=1, no nulo=0)')
plt.xlabel("Columnas")
plt.ylabel("Filas")
plt.title("Mapa de calor de los datos faltantes")
plt.show()
División de los datos en Train, Validation y Test#
Para poder trabajar con el conjunto de datos, se dividirá de acuerdo a la guía, el conjunto de datos en entrenamiento, validación y test teneindo en cuenta las variables preeictoras. En este caso, realizamos una lista de compuestos que serán el criterio de partición de los datos para el procesamiento de la información
# Compuestos para Entrenamiento (Train)
compuestos_train = ['belinostat', 'alvocidib', 'bortezomib', 'copanlisib', 'doxorubicin', 'etoposide',
'everolimus', 'GSK-2126458', 'methotrexate', 'sch772984', 'trametinib', 'vorinostat',
'vincristine', 'TPCA-1', 'staurosporine', 'temsirolimus', 'tofacitinib', 'paclitaxel',
'fludarabine', 'carboplatin', 'pictilisib', 'crenolanib', 'monensin', 'dasatinib']
# Compuestos para Validación (Public Test)
compuestos_public_test = ['fenbendazole', 'vinblastine', 'entinostat', 'azacitidine', 'olaparib', 'dasatinib',
'abemaciclib', 'panobinostat', 'romidepsin', 'sabutoclax', 'topotecan', 'carboplatin',
'sirolimus', 'veliparib', 'tretinoin', 'dactinomycin', 'methotrexate', 'lenvatinib',
'paclitaxel', 'sapanisertib', 'parthenolide', 'ibrutinib', 'alvocidib', 'bortezomib',
'CUDC-101', 'melphalan', 'nilotinib', 'venetoclax', 'JQ1', 'alisertib', 'vincristine']
# Compuestos para Prueba (Private Test)
compuestos_private_test = ['GDC-0941', 'teniposide', 'temsirolimus', 'vinorelbine', 'A-1210477', 'fimepinostat',
'carboplatin', 'pemetrexed', 'pralatrexate', 'PIM447', 'bortezomib', 'azacitidine',
'entinostat', 'JQ1', 'idasanutlin', 'TAS-120', 'doxorubicin', 'trametinib', 'panobinostat',
'sabutoclax', 'MK-2206', 'venetoclax', 'vorinostat', 'belinostat']
# Entrenamiento: todos los compuestos en T cells y NK cells, y un subconjunto en B cells y Myeloid cells
train_data = df[(df['cell_type'].isin(['T cells CD4+', 'T cells CD8+', 'T regulatory cells', 'NK cells'])) |
((df['cell_type'].isin(['B cells', 'Myeloid cells'])) &
(df['sm_name'].isin(compuestos_train)))]
# Validación: 50 compuestos en B cells y Myeloid cells (público)
validation_data = df[(df['cell_type'].isin(['B cells', 'Myeloid cells'])) &
(df['sm_name'].isin(compuestos_public_test))]
# Prueba: 79 compuestos en B cells y Myeloid cells (privado)
test_data = df[(df['cell_type'].isin(['B cells', 'Myeloid cells'])) &
(df['sm_name'].isin(compuestos_private_test))]
# Mostrar las dimensiones de cada conjunto
print(f"Train Data: {train_data.shape}")
print(f"Validation Data: {validation_data.shape}")
print(f"Test Data: {test_data.shape}")
Train Data: (580, 18216)
Validation Data: (0, 18216)
Test Data: (0, 18216)
Realizaremos el análisis exploratorio de los datos con nuestro conjunto de entrenamiento train_data
train_data.info()
<class 'pandas.core.frame.DataFrame'>
Index: 580 entries, 0 to 613
Columns: 18216 entries, cell_type to ZZEF1
dtypes: bool(1), float64(18211), object(4)
memory usage: 80.6+ MB
train_data.head()
| cell_type | sm_name | sm_lincs_id | SMILES | control | A1BG | A1BG-AS1 | A2M | A2M-AS1 | A2MP1 | ... | ZUP1 | ZW10 | ZWILCH | ZWINT | ZXDA | ZXDB | ZXDC | ZYG11B | ZYX | ZZEF1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NK cells | Clotrimazole | LSM-5341 | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | 0.104720 | -0.077524 | -1.625596 | -0.144545 | 0.143555 | ... | -0.227781 | -0.010752 | -0.023881 | 0.674536 | -0.453068 | 0.005164 | -0.094959 | 0.034127 | 0.221377 | 0.368755 |
| 1 | T cells CD4+ | Clotrimazole | LSM-5341 | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | 0.915953 | -0.884380 | 0.371834 | -0.081677 | -0.498266 | ... | -0.494985 | -0.303419 | 0.304955 | -0.333905 | -0.315516 | -0.369626 | -0.095079 | 0.704780 | 1.096702 | -0.869887 |
| 2 | T cells CD8+ | Clotrimazole | LSM-5341 | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | -0.387721 | -0.305378 | 0.567777 | 0.303895 | -0.022653 | ... | -0.119422 | -0.033608 | -0.153123 | 0.183597 | -0.555678 | -1.494789 | -0.213550 | 0.415768 | 0.078439 | -0.259365 |
| 3 | T regulatory cells | Clotrimazole | LSM-5341 | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | 0.232893 | 0.129029 | 0.336897 | 0.486946 | 0.767661 | ... | 0.451679 | 0.704643 | 0.015468 | -0.103868 | 0.865027 | 0.189114 | 0.224700 | -0.048233 | 0.216139 | -0.085024 |
| 4 | NK cells | Mometasone Furoate | LSM-3349 | C[C@@H]1C[C@H]2[C@@H]3CCC4=CC(=O)C=C[C@]4(C)[C... | False | 4.290652 | -0.063864 | -0.017443 | -0.541154 | 0.570982 | ... | 0.758474 | 0.510762 | 0.607401 | -0.123059 | 0.214366 | 0.487838 | -0.819775 | 0.112365 | -0.122193 | 0.676629 |
5 rows × 18216 columns
Variable respuesta#
La variable respuesta es el valor de expresión diferencial para cada uno de los genes con base a la combinación o interación de las demás variables como tipo de célula y compuesto. en este caso, todas las expresiones diferenciales (DE) que van desde A1BG hasta ZNF845.
stats = train_data.describe()
print(tabulate(stats, headers='keys', tablefmt='pretty'))
+-------+----------------------+---------------------+----------------------+---------------------+---------------------+---------------------+-----------------------+----------------------+-----------------------+---------------------+----------------------+---------------------+----------------------+-----------------------+----------------------+----------------------+----------------------+-----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+-----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+-----------------------+-----------------------+----------------------+-----------------------+----------------------+---------------------+----------------------+------------------------+----------------------+---------------------+----------------------+-----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+-----------------------+---------------------+----------------------+-----------------------+----------------------+----------------------+---------------------+---------------------+---------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+------------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+---------------------+----------------------+----------------------+---------------------+----------------------+---------------------+---------------------+----------------------+----------------------+-----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+--------------------+-----------------------+---------------------+----------------------+---------------------+----------------------+-----------------------+---------------------+----------------------+----------------------+------------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-+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+-----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+-----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+-----------------------+---------------------+----------------------+----------------------+---------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+-----------------------+---------------------+---------------------+---------------------+----------------------+----------------------+----------------------+-----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+-----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+-----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+---------------------+---------------------+----------------------+---------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+---------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+-----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+-----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+-----------------------+----------------------+----------------------+-----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+--------------------+---------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+------------------------+----------------------+----------------------+----------------------+----------------------+---------------------+-----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+------------------------+---------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+--------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+---------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+-----------------------+----------------------+---------------------+---------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+-----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+-----------------------+----------------------+----------------------+------------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+------------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+-----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+------------------------+-----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+-----------------------+----------------------+----------------------+---------------------+----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| | A1BG | A1BG-AS1 | A2M | A2M-AS1 | A2MP1 | A4GALT | AAAS | AACS | AAGAB | AAK1 | AAMDC | AAMP | AAR2 | AARS | AARS2 | AARSD1 | AASDH | AASDHPPT | AASS | AATBC | AATF | AATK | ABALON | ABAT | ABCA1 | ABCA10 | ABCA11P | ABCA2 | ABCA3 | ABCA5 | ABCA6 | ABCA7 | ABCA9 | ABCB1 | ABCB10 | ABCB11 | ABCB4 | ABCB7 | ABCB8 | ABCB9 | ABCC1 | ABCC10 | ABCC2 | ABCC3 | ABCC4 | ABCC5 | ABCD1 | ABCD2 | ABCD3 | ABCD4 | ABCE1 | ABCF1 | ABCF2 | ABCF3 | ABCG1 | ABCG2 | ABCG8 | ABHD1 | ABHD10 | ABHD11 | ABHD12 | ABHD13 | ABHD14A | ABHD14A-ACY1 | ABHD14B | ABHD15 | ABHD15-AS1 | ABHD16A | ABHD17A | ABHD17B | ABHD17C | ABHD18 | ABHD2 | ABHD3 | ABHD4 | ABHD5 | ABHD6 | ABHD8 | ABI1 | ABI2 | ABI3 | ABL1 | ABL2 | ABLIM1 | ABLIM2 | ABO | ABR | ABRACL | ABRAXAS1 | ABRAXAS2 | ABT1 | ABTB1 | ABTB2 | AC000068.1 | AC000123.2 | AC000123.3 | AC000403.1 | AC001226.2 | AC002044.1 | AC002044.2 | AC002075.2 | AC002091.2 | AC002094.4 | AC002116.2 | AC002128.1 | AC002306.1 | AC002310.1 | AC002310.2 | AC002350.1 | AC002451.1 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| AC090360.1 | AC090373.1 | AC090517.2 | AC090517.5 | AC090519.1 | AC090527.3 | AC090543.2 | AC090559.1 | AC090559.2 | AC090587.1 | AC090607.2 | AC090616.6 | AC090630.1 | AC090739.1 | AC090772.3 | AC090772.4 | AC090825.1 | AC090844.1 | AC090877.1 | AC090948.1 | AC090948.2 | AC090948.3 | AC090950.1 | AC090971.1 | AC090984.1 | AC091045.1 | AC091046.2 | AC091057.1 | AC091057.2 | AC091057.3 | AC091057.6 | AC091060.1 | AC091132.1 | AC091132.3 | AC091132.4 | AC091152.2 | AC091153.1 | AC091153.3 | AC091180.2 | AC091181.1 | AC091271.1 | AC091390.3 | AC091390.4 | AC091488.1 | AC091564.1 | AC091729.3 | AC091769.2 | AC091814.1 | AC091825.1 | AC091948.1 | AC091959.1 | AC091959.2 | AC091959.3 | AC091965.4 | AC091982.3 | AC092053.3 | AC092066.1 | AC092068.2 | AC092068.3 | AC092069.1 | AC092070.2 | AC092117.1 | AC092117.2 | AC092119.2 | AC092120.2 | AC092123.1 | AC092135.3 | AC092139.2 | AC092139.3 | AC092140.1 | AC092140.2 | AC092142.1 | AC092164.1 | AC092171.3 | AC092171.4 | AC092279.1 | AC092279.2 | AC092287.1 | AC092295.2 | AC092301.1 | AC092337.1 | AC092338.1 | AC092338.2 | AC092368.3 | AC092375.2 | AC092431.2 | AC092436.4 | AC092490.1 | AC092587.1 | AC092620.2 | AC092620.3 | AC092634.3 | AC092645.1 | AC092652.3 | AC092667.1 | AC092681.3 | AC092683.1 | AC092687.3 | AC092718.4 | AC092718.7 | AC092747.4 | AC092756.1 | AC092757.1 | AC092757.3 | AC092794.1 | AC092798.1 | AC092803.2 | AC092809.2 | AC092821.1 | AC092821.3 | AC092828.1 | AC092835.1 | AC092865.1 | AC092868.2 | AC092881.1 | AC092902.2 | AC092902.5 | AC092903.2 | AC092910.3 | AC092919.2 | AC092944.1 | AC092953.1 | AC092953.2 | AC093010.2 | AC093028.1 | AC093063.1 | AC093110.1 | AC093157.1 | AC093157.2 | AC093227.1 | AC093249.6 | AC093278.2 | AC093297.2 | AC093311.1 | AC093323.1 | AC093323.3 | AC093330.2 | AC093382.1 | AC093388.1 | AC093462.1 | AC093484.2 | AC093495.1 | AC093503.2 | AC093503.3 | AC093510.1 | AC093512.1 | AC093525.10 | AC093525.4 | AC093525.6 | AC093525.7 | AC093525.9 | AC093535.1 | AC093535.2 | AC093583.1 | AC093627.4 | AC093627.5 | AC093635.1 | AC093642.2 | AC093673.1 | AC093726.2 | AC093752.1 | AC093752.3 | AC093788.1 | AC093827.3 | AC093827.4 | AC093827.5 | AC093909.1 | AC093909.6 | AC095055.1 | AC095057.3 | AC096558.1 | AC096558.2 | AC096564.2 | AC096586.1 | AC096642.1 | AC096667.1 | AC096677.1 | AC096711.1 | AC096711.2 | AC096720.2 | AC096733.2 | AC096775.1 | AC096887.1 | AC096887.2 | AC096921.2 | AC096992.2 | AC097103.2 | AC097359.2 | AC097376.1 | AC097376.2 | AC097461.1 | AC097468.3 | AC097504.1 | AC097534.2 | AC097634.1 | AC097634.4 | AC097717.1 | AC098484.4 | AC098487.1 | AC098588.1 | AC098591.1 | AC098591.2 | AC098613.1 | AC098614.1 | AC098679.2 | AC098818.2 | AC098829.1 | AC098869.1 | AC098934.3 | AC099063.4 | AC099336.1 | AC099336.2 | AC099343.2 | AC099343.3 | AC099489.1 | AC099494.1 | AC099494.2 | AC099494.3 | AC099508.1 | AC099518.5 | AC099522.2 | AC099524.1 | AC099548.2 | AC099560.2 | AC099568.1 | AC099568.2 | AC099689.1 | AC099778.1 | AC099791.2 | AC099804.1 | AC099811.1 | AC099811.4 | AC099811.5 | AC099811.6 | AC099850.1 | AC100778.2 | AC100793.2 | AC100810.1 | AC100814.1 | AC100821.1 | AC100821.2 | AC100830.1 | AC100830.3 | AC100847.1 | AC100861.1 | AC100861.2 | AC102953.2 | AC103563.7 | AC103591.3 | AC103691.1 | AC103702.2 | AC103703.1 | AC103706.1 | AC103724.4 | AC103736.1 | AC103739.3 | AC103760.1 | AC103769.1 | AC103810.1 | AC103810.2 | AC103810.5 | AC103858.1 | AC103987.1 | AC104024.1 | AC104046.1 | AC104083.1 | AC104109.2 | AC104109.4 | AC104113.1 | AC104115.1 | AC104118.1 | AC104162.2 | AC104170.2 | AC104187.1 | AC104332.1 | AC104389.4 | AC104451.1 | AC104472.3 | AC104506.1 | AC104532.2 | AC104563.1 | AC104564.3 | AC104564.5 | AC104581.4 | AC104596.1 | AC104623.2 | AC104634.1 | AC104653.1 | AC104695.3 | AC104699.1 | AC104763.1 | AC104763.2 | AC104791.2 | AC104794.2 | AC104806.2 | AC104825.1 | AC104837.2 | AC104843.1 | AC104958.1 | AC104958.2 | AC104964.2 | AC104971.1 | AC104984.3 | AC104984.6 | AC104986.1 | AC104986.2 | AC105020.5 | AC105020.6 | AC105052.2 | AC105052.4 | AC105074.1 | AC105129.1 | AC105137.1 | AC105137.2 | AC105206.3 | AC105233.3 | AC105233.5 | AC105285.1 | AC105339.2 | AC105429.1 | AC105446.1 | AC105749.1 | AC105760.2 | AC105942.1 | AC106028.4 | AC106047.1 | AC106707.1 | AC106707.2 | AC106782.2 | AC106782.5 | AC106791.1 | AC106795.1 | AC106795.2 | AC106820.1 | AC106820.2 | AC106865.1 | AC106872.2 | AC106872.5 | AC106886.4 | AC106886.5 | AC107027.3 | AC107068.1 | AC107075.1 | AC107081.2 | AC107214.1 | AC107241.1 | AC107375.1 | AC107464.3 | AC107871.1 | AC107884.1 | AC107918.4 | AC107952.2 | AC107959.1 | AC107982.3 | AC107993.1 | AC108010.1 | AC108047.1 | AC108134.2 | AC108134.3 | AC108215.1 | AC108449.2 | AC108457.1 | AC108463.3 | AC108471.2 | AC108488.1 | AC108673.2 | AC108673.3 | AC108688.1 | AC108693.1 | AC108704.2 | AC108718.1 | AC108863.1 | AC108866.1 | AC108879.1 | AC109322.1 | AC109326.1 | AC109347.1 | AC109347.2 | AC109446.3 | AC109454.2 | AC109460.1 | AC109460.2 | AC109597.2 | AC109826.1 | AC109992.1 | AC109992.2 | AC110079.1 | AC110285.2 | AC110285.6 | AC110285.7 | AC110615.1 | AC110769.2 | AC110769.3 | AC110792.2 | AC110792.3 | AC110813.1 | AC110921.1 | AC110994.2 | AC111170.3 | AC111182.1 | AC112128.1 | AC112184.1 | AC112191.2 | AC112220.2 | AC112255.1 | AC112496.1 | AC112504.1 | AC112907.3 | AC113155.1 | AC113367.1 | AC113398.1 | AC113404.3 | AC113410.3 | AC114271.1 | AC114490.2 | AC114490.3 | AC114495.2 | AC114546.3 | AC114728.1 | AC114730.2 | AC114760.2 | AC114763.1 | AC114811.2 | AC114878.1 | AC114878.2 | AC114939.1 | AC114956.1 | AC114980.1 | AC115223.1 | AC115618.3 | AC115837.1 | AC116036.2 | AC116096.1 | AC116158.1 | AC116158.2 | AC116347.1 | AC116353.5 | AC116366.1 | AC116366.3 | AC116407.1 | AC116407.2 | AC116407.4 | AC116533.1 | AC116614.1 | AC116667.1 | AC116913.1 | AC117382.1 | AC117382.2 | AC117503.2 | AC118344.2 | AC118465.1 | AC118549.1 | AC118553.1 | AC118553.2 | AC118658.1 | AC119044.1 | AC119396.1 | AC119428.2 | AC119800.1 | AC120053.1 | AC120057.3 | AC120114.1 | AC120114.3 | AC120193.1 | AC120498.9 | AC121334.3 | AC121761.1 | AC121761.2 | AC122688.3 | AC122718.1 | AC122718.2 | AC123595.1 | AC123768.2 | AC123768.3 | AC123768.4 | AC123912.1 | AC124016.1 | AC124016.2 | AC124045.1 | AC124068.2 | AC124242.1 | AC124242.2 | AC124248.1 | AC124283.1 | AC124312.4 | AC124319.1 | AC124319.2 | AC124319.4 | AC124798.1 | AC124944.3 | AC125232.2 | AC125257.1 | AC125437.1 | AC125437.2 | AC125494.2 | AC125611.2 | AC126118.1 | AC126124.2 | AC126389.1 | AC126474.1 | AC126474.2 | AC126544.1 | AC126773.4 | AC127002.1 | AC127024.4 | AC127024.5 | AC127024.6 | AC127024.8 | AC127035.1 | AC127070.1 | AC127070.2 | AC127070.4 | AC127164.1 | AC127496.1 | AC127496.5 | AC127496.7 | AC127502.1 | AC127502.2 | AC127520.1 | AC127521.1 | AC129492.1 | AC129507.1 | AC130304.1 | AC130324.1 | AC130324.3 | AC130371.2 | AC130448.1 | AC130448.2 | AC130650.2 | AC130895.1 | AC131009.3 | AC131009.4 | AC131206.1 | AC131212.2 | AC131212.3 | AC131235.1 | AC131235.3 | AC131649.2 | AC132008.2 | AC132192.1 | AC132192.2 | AC132872.1 | AC132872.2 | AC132872.4 | AC132938.2 | AC132942.1 | AC133435.1 | AC133473.1 | AC133550.1 | AC133550.2 | AC133552.1 | AC133552.2 | AC133552.5 | AC133644.2 | AC133644.3 | AC133919.1 | AC134043.2 | AC134050.1 | AC134349.2 | AC134407.2 | AC134407.3 | AC134775.1 | AC135012.1 | AC135048.1 | AC135050.1 | AC135050.3 | AC135050.5 | AC135050.6 | AC135279.3 | AC135457.1 | AC135507.1 | AC135782.1 | AC135782.3 | AC135803.1 | AC135983.2 | AC136475.1 | AC136475.3 | AC136475.5 | AC136475.8 | AC136475.9 | AC136604.3 | AC136632.1 | AC136944.2 | AC137055.1 | AC137630.1 | AC137630.2 | AC137630.3 | AC137630.4 | AC137723.1 | AC137767.1 | AC137932.3 | AC138028.1 | AC138028.4 | AC138150.1 | AC138150.2 | AC138207.4 | AC138207.5 | AC138207.7 | AC138207.8 | AC138230.1 | AC138356.1 | AC138393.1 | AC138409.2 | AC138470.1 | AC138627.1 | AC138649.1 | AC138696.2 | AC138894.1 | AC138904.3 | AC139256.1 | AC139491.5 | AC139491.7 | AC139495.3 | AC139530.1 | AC139530.3 | AC139713.2 | AC139720.1 | AC139768.1 | AC139769.1 | AC139795.1 | AC139795.2 | AC139795.3 | AC139887.2 | AC139887.4 | AC140076.1 | AC140134.1 | AC141424.1 | AC141586.1 | AC141586.3 | AC141586.4 | AC141586.5 | AC142472.1 | AC144521.1 | AC144530.1 | AC144652.1 | AC144831.1 | AC145098.2 | AC145124.1 | AC145138.1 | AC145207.2 | AC145207.5 | AC145285.1 | AC145285.2 | AC145285.6 | AC145343.1 | AC145422.1 | AC146507.2 | AC146944.2 | AC146944.4 | AC147067.1 | AC147651.3 | AC211433.1 | AC211476.2 | AC211476.6 | AC211486.1 | AC211486.2 | AC211486.5 | AC215522.2 | AC231981.1 | AC232271.1 | AC233280.1 | AC233723.1 | AC233976.1 | AC234775.3 | AC234781.2 | AC239798.2 | AC239799.2 | AC239800.2 | AC239803.2 | AC239868.1 | AC241377.3 | AC241520.1 | AC241584.1 | AC241585.2 | AC241952.1 | AC242376.2 | AC242988.2 | AC243732.1 | AC243829.1 | AC243829.2 | AC243829.4 | AC243829.5 | AC243830.2 | AC243960.1 | AC243960.2 | AC243964.2 | AC243964.3 | AC243965.1 | AC244033.2 | AC244034.1 | AC244034.2 | AC244034.3 | AC244093.2 | AC244093.4 | AC244154.1 | AC244157.2 | AC244502.1 | AC244669.1 | AC245014.1 | AC245014.3 | AC245060.4 | AC245060.5 | AC245060.6 | AC245100.2 | AC245100.4 | AC245100.8 | AC245128.3 | AC245140.2 | AC245297.1 | AC245297.2 | AC245297.3 | AC245452.1 | AC245595.1 | AC245884.8 | AC246785.3 | AC246787.1 | AC253536.6 | AC253576.2 | AC254562.1 | ACAA1 | ACAA2 | ACACA | ACACB | ACAD10 | ACAD11 | ACAD8 | ACAD9 | ACADM | ACADS | ACADSB | ACADVL | ACAP1 | ACAP2 | ACAP2-IT1 | ACAP3 | ACAT1 | ACAT2 | ACBD3 | ACBD4 | ACBD5 | ACBD6 | ACCS | ACD | ACE | ACER3 | ACHE | ACIN1 | ACKR3 | ACKR4 | ACLY | ACO1 | ACO2 | ACOD1 | ACOT11 | ACOT13 | ACOT2 | ACOT4 | ACOT7 | ACOT8 | ACOT9 | ACOX1 | ACOX2 | ACOX3 | ACP1 | ACP2 | ACP5 | ACP6 | ACPP | ACRBP | ACSBG1 | ACSF2 | ACSF3 | ACSL1 | ACSL3 | ACSL4 | ACSL5 | ACSL6 | ACSM1 | ACSM3 | ACSS1 | ACSS2 | ACTA2 | ACTA2-AS1 | ACTB | ACTG1 | ACTG1P17 | ACTL10 | ACTL6A | ACTN1 | ACTN4 | ACTR10 | ACTR1A | ACTR1B | ACTR2 | ACTR3 | ACTR3B | ACTR3C | ACTR5 | ACTR6 | ACTR8 | ACVR1 | ACVR1B | ACVR1C | ACVR2A | ACVR2B | ACVRL1 | ACY1 | ACYP1 | ACYP2 | AD000864.1 | ADA | ADA2 | ADAL | ADAM10 | ADAM12 | ADAM15 | ADAM17 | ADAM19 | ADAM1B | ADAM20 | ADAM20P1 | ADAM22 | ADAM23 | ADAM28 | ADAM8 | ADAM9 | ADAMDEC1 | ADAMTS1 | ADAMTS10 | ADAMTS14 | ADAMTS17 | ADAMTS4 | ADAMTS6 | ADAMTS7P4 | ADAMTSL4 | ADAMTSL4-AS1 | ADAMTSL5 | ADAP1 | ADAP2 | ADAR | ADARB1 | ADARB2 | ADAT1 | ADAT2 | ADAT3 | ADCK1 | ADCK2 | ADCK5 | ADCY1 | ADCY10P1 | ADCY2 | ADCY3 | ADCY4 | ADCY7 | ADCY9 | ADD1 | ADD2 | ADD3 | ADGRA2 | ADGRA3 | ADGRD1 | ADGRE1 | ADGRE2 | ADGRE3 | ADGRE4P | ADGRE5 | ADGRF3 | ADGRG1 | ADGRG3 | ADGRG5 | ADGRL1 | ADH5 | ADHFE1 | ADI1 | ADIPOR1 | ADIPOR2 | ADIRF-AS1 | ADK | ADM | ADM2 | ADM5 | ADNP | ADNP-AS1 | ADNP2 | ADO | ADORA2A-AS1 | ADORA2B | ADORA3 | ADPGK | ADPGK-AS1 | ADPRH | ADPRHL1 | ADPRHL2 | ADPRM | ADRB1 | ADRB2 | ADRB3 | ADRM1 | ADSL | ADSS | ADSSL1 | ADTRP | AEBP1 | AEBP2 | AEN | AES | AF001548.2 | AF106564.1 | AF111167.2 | AF117829.1 | AF127577.1 | AF127577.4 | AF129075.1 | AF129075.2 | AF129408.1 | AF131215.2 | AF131215.4 | AF131215.5 | AF131215.6 | AF131216.1 | AF165147.1 | AF196972.1 | AF213884.3 | AF228730.5 | AF230666.1 | AF230666.2 | AF274858.1 | AFAP1 | AFAP1L2 | AFDN | AFF1 | AFF2 | AFF3 | AFF4 | AFG1L | AFG3L1P | AFG3L2 | AFMID | AFTPH | AGA | AGAP1 | AGAP12P | AGAP2 | AGAP2-AS1 | AGAP3 | AGAP4 | AGAP6 | AGAP9 | AGBL2 | AGBL3 | AGBL5 | AGER | AGFG1 | AGFG2 | AGGF1 | AGGF1P1 | AGGF1P2 | AGK | AGL | AGMAT | AGO1 | AGO2 | AGO3 | AGO4 | AGPAT1 | AGPAT2 | AGPAT3 | AGPAT4 | AGPAT4-IT1 | AGPAT5 | AGPS | AGRN | AGTPBP1 | AGTRAP | AHCTF1 | AHCTF1P1 | AHCY | AHCYL1 | AHCYL2 | AHDC1 | AHI1 | AHNAK | AHR | AHRR | AHSA1 | AHSA2P | AIDA | AIF1 | AIFM1 | AIFM2 | AIFM3 | AIG1 | AIM2 | AIMP1 | AIMP2 | AIP | AIRE | AIRN | AJ003147.3 | AJM1 | AJUBA | AK1 | AK2 | AK3 | AK4 | AK5 | AK6 | AK8 | AK9 | AKAP1 | AKAP10 | AKAP11 | AKAP12 | AKAP13 | AKAP17A | AKAP2 | AKAP3 | AKAP5 | AKAP6 | AKAP7 | AKAP8 | AKAP8L | AKAP9 | AKIP1 | AKIRIN1 | AKIRIN2 | AKNA | AKR1A1 | AKR1B1 | AKR1C1 | AKR1C3 | AKR1C7P | AKR1E2 | AKR7A2 | AKT1 | AKT1S1 | AKT2 | AKT3 | AKT3-IT1 | AKTIP | AL008628.1 | AL008721.1 | AL008721.2 | AL008727.1 | AL008729.1 | AL008729.2 | AL009028.1 | AL009174.1 | AL009176.1 | AL020996.1 | AL020997.2 | AL020998.1 | AL021155.2 | AL021368.1 | AL021368.2 | AL021707.1 | AL021707.3 | AL021707.5 | AL021707.6 | AL021707.7 | AL021707.8 | AL021878.2 | AL022067.1 | AL022069.1 | AL022157.1 | AL022238.2 | AL022311.1 | AL022322.2 | AL022323.3 | AL022323.4 | AL022324.2 | AL022326.1 | AL022326.2 | AL022328.2 | AL022328.3 | AL022328.4 | AL022341.1 | AL022345.4 | AL023581.2 | AL023584.2 | AL023803.3 | AL023806.1 | AL023806.3 | AL024498.1 | AL024507.2 | AL024508.2 | AL024509.2 | AL031009.1 | AL031123.1 | AL031123.2 | AL031133.1 | AL031280.1 | AL031281.2 | AL031281.3 | AL031282.1 | AL031282.2 | AL031283.1 | AL031283.2 | AL031316.1 | AL031432.3 | AL031432.4 | AL031577.1 | AL031587.5 | AL031590.1 | AL031595.1 | AL031595.2 | AL031595.3 | AL031600.3 | AL031663.3 | AL031665.2 | AL031666.3 | AL031708.1 | AL031714.1 | AL031727.1 | AL031729.1 | AL031731.1 | AL031733.2 | AL031772.1 | AL031775.1 | AL031777.3 | AL031846.1 | AL031846.2 | AL031848.2 | AL031963.3 | AL031985.1 | AL031985.3 | AL033519.2 | AL033527.3 | AL033527.5 | AL033543.1 | AL034379.1 | AL034397.3 | AL034417.3 | AL034417.4 | AL034418.1 | AL034550.2 | AL035071.1 | AL035078.1 | AL035252.3 | AL035398.1 | AL035413.1 | AL035446.1 | AL035456.1 | AL035458.1 | AL035461.2 | AL035530.2 | AL035563.1 | AL035587.1 | AL035681.1 | AL035701.1 | AL049557.2 | AL049597.2 | AL049697.1 | AL049776.1 | AL049780.1 | AL049780.2 | AL049796.1 | AL049830.3 | AL049830.4 | AL049840.1 | AL049840.2 | AL049840.3 | AL049840.4 | AL049840.5 | AL049872.1 | AL049873.1 | AL050331.1 | AL050341.1 | AL050341.2 | AL050343.1 | AL050344.1 | AL078459.1 | AL078581.1 | AL078595.1 | AL078599.2 | AL078621.3 | AL078644.1 | AL080243.2 | AL080250.1 | AL080276.2 | AL080317.1 | AL080317.2 | AL080317.3 | AL096701.1 | AL096701.2 | AL096701.3 | AL096711.2 | AL096816.1 | AL096817.1 | AL096855.1 | AL096865.1 | AL096870.2 | AL109614.1 | AL109615.1 | AL109628.2 | AL109741.1 | AL109755.1 | AL109811.1 | AL109811.2 | AL109811.3 | AL109840.2 | AL109917.1 | AL109918.1 | AL109936.6 | AL109955.1 | AL110115.2 | AL117328.2 | AL117332.1 | AL117335.1 | AL117336.3 | AL117339.5 | AL117344.1 | AL117350.1 | AL117379.1 | AL117381.1 | AL118506.1 | AL118516.1 | AL118556.2 | AL118558.2 | AL118558.3 | AL118558.4 | AL121601.1 | AL121603.2 | AL121652.1 | AL121658.1 | AL121672.2 | AL121672.3 | AL121748.1 | AL121753.2 | AL121832.2 | AL121839.1 | AL121839.2 | AL121845.1 | AL121845.4 | AL121871.1 | AL121917.1 | AL121944.1 | AL121952.1 | AL121983.2 | AL121985.1 | AL122020.1 | AL122035.2 | AL132639.2 | AL132656.2 | AL132656.3 | AL132656.4 | AL132657.1 | AL132780.1 | AL132780.2 | AL132780.4 | AL132780.5 | AL132989.1 | AL133216.2 | AL133230.1 | AL133243.2 | AL133243.3 | AL133243.4 | AL133245.1 | AL133259.1 | AL133330.1 | AL133338.1 | AL133342.1 | AL133355.1 | AL133367.1 | AL133373.2 | AL133384.2 | AL133410.1 | AL133415.1 | AL133445.2 | AL133453.1 | AL133467.1 | AL133520.1 | AL133523.1 | AL133551.1 | AL135791.1 | AL135818.1 | AL135818.2 | AL135905.1 | AL135905.2 | AL135925.1 | AL135999.1 | AL136038.3 | AL136038.4 | AL136038.5 | AL136040.1 | AL136115.2 | AL136126.1 | AL136162.1 | AL136295.2 | AL136295.5 | AL136295.7 | AL136298.3 | AL136310.1 | AL136380.1 | AL136418.1 | AL136419.1 | AL136454.1 | AL136531.1 | AL136537.2 | AL136968.2 | AL136981.2 | AL136982.3 | AL136984.1 | AL137003.1 | AL137003.2 | AL137060.1 | AL137074.1 | AL137077.1 | AL137077.2 | AL137145.1 | AL137145.2 | AL137186.2 | AL137779.1 | AL137779.2 | AL137779.3 | AL137782.1 | AL137783.1 | AL137786.1 | AL137796.1 | AL137802.2 | AL138688.2 | AL138724.1 | AL138731.1 | AL138752.1 | AL138756.1 | AL138762.1 | AL138781.1 | AL138820.1 | AL138828.1 | AL138895.1 | AL138899.1 | AL138920.1 | AL138955.1 | AL138963.3 | AL138966.2 | AL138995.1 | AL139011.1 | AL139011.2 | AL139020.1 | AL139022.1 | AL139039.2 | AL139041.1 | AL139042.1 | AL139089.1 | AL139095.2 | AL139099.1 | AL139099.4 | AL139100.1 | AL139123.1 | AL139220.2 | AL139246.3 | AL139246.5 | AL139260.1 | AL139274.1 | AL139274.2 | AL139289.2 | AL139317.3 | AL139330.1 | AL139353.1 | AL139384.1 | AL139393.2 | AL139407.1 | AL139415.1 | AL139421.1 | AL139424.2 | AL139424.3 | AL157373.2 | AL157392.3 | AL157394.1 | AL157402.1 | AL157402.2 | AL157762.1 | AL157786.1 | AL157791.1 | AL157813.1 | AL157838.1 | AL157871.3 | AL157935.1 | AL157938.1 | AL157938.2 | AL157938.3 | AL158055.1 | AL158071.2 | AL158071.3 | AL158151.1 | AL158152.1 | AL158163.1 | AL158163.2 | AL158206.1 | AL158207.2 | AL158211.5 | AL158212.2 | AL158212.3 | AL158212.5 | AL158801.1 | AL158825.2 | AL158827.2 | AL159163.1 | AL159169.2 | AL160006.1 | AL160171.1 | AL160272.1 | AL160313.1 | AL160314.2 | AL160408.2 | AL161421.1 | AL161443.1 | AL161457.2 | AL161665.1 | AL161729.1 | AL161756.1 | AL161772.1 | AL161781.2 | AL161785.1 | AL161787.1 | AL161891.1 | AL161909.1 | AL161935.3 | AL162171.3 | AL162231.1 | AL162231.2 | AL162258.2 | AL162274.1 | AL162274.2 | AL162377.1 | AL162377.3 | AL162390.1 | AL162414.1 | AL162424.1 | AL162426.1 | AL162431.2 | AL162457.1 | AL162458.1 | AL162578.1 | AL162586.1 | AL162615.1 | AL163051.1 | AL163051.2 | AL353135.1 | AL353147.1 | AL353194.1 | AL353593.1 | AL353608.4 | AL353611.1 | AL353622.1 | AL353625.1 | AL353662.1 | AL353662.2 | AL353708.1 | AL353708.3 | AL353719.1 | AL353743.1 | AL353743.4 | AL353754.1 | AL353759.1 | AL353763.1 | AL353763.2 | AL353795.3 | AL353796.1 | AL353796.2 | AL353801.3 | AL353804.1 | AL353898.3 | AL354696.1 | AL354696.2 | AL354707.1 | AL354718.1 | AL354733.1 | AL354733.3 | AL354740.1 | AL354793.1 | AL354892.3 | AL354920.1 | AL354943.1 | AL354977.2 | AL355001.2 | AL355032.1 | AL355073.2 | AL355075.1 | AL355075.4 | AL355297.4 | AL355312.2 | AL355336.1 | AL355338.1 | AL355353.1 | AL355355.1 | AL355388.2 | AL355472.1 | AL355488.1 | AL355581.1 | AL355802.1 | AL355816.1 | AL355816.2 | AL355987.4 | AL355994.4 | AL356019.2 | AL356020.1 | AL356055.1 | AL356056.1 | AL356056.2 | AL356235.1 | AL356272.1 | AL356273.2 | AL356273.3 | AL356317.1 | AL356417.3 | AL356423.1 | AL356432.3 | AL356481.1 | AL356481.2 | AL356488.3 | AL356512.1 | AL356599.1 | AL356756.1 | AL356801.1 | AL356966.1 | AL357033.4 | AL357054.1 | AL357054.4 | AL357055.3 | AL357060.1 | AL357079.1 | AL357556.4 | AL358072.1 | AL358333.3 | AL358472.1 | AL358472.2 | AL358472.3 | AL358472.4 | AL358472.5 | AL358781.1 | AL358781.2 | AL358852.1 | AL358942.1 | AL359091.4 | AL359183.1 | AL359198.1 | AL359220.1 | AL359232.1 | AL359397.2 | AL359504.2 | AL359513.1 | AL359532.1 | AL359541.1 | AL359551.1 | AL359636.1 | AL359644.1 | AL359711.2 | AL359715.3 | AL359752.1 | AL359762.1 | AL359762.3 | AL359878.1 | AL359885.1 | AL359915.2 | AL359921.2 | AL359922.2 | AL359922.3 | AL359962.2 | AL359976.1 | AL360091.2 | AL360091.3 | AL360182.1 | AL360270.1 | AL360270.2 | AL360270.3 | AL365203.2 | AL365205.1 | AL365226.2 | AL365258.2 | AL365357.1 | AL365361.1 | AL365436.1 | AL365436.2 | AL365475.1 | AL390036.1 | AL390066.1 | AL390195.1 | AL390195.2 | AL390198.1 | AL390318.1 | AL390719.1 | AL390728.4 | AL390728.5 | AL390728.6 | AL390879.1 | AL390957.1 | AL390961.2 | AL391069.2 | AL391069.3 | AL391095.1 | AL391097.1 | AL391121.1 | AL391244.1 | AL391244.3 | AL391262.1 | AL391422.4 | AL391684.1 | AL391825.1 | AL391832.2 | AL391832.3 | AL391834.1 | AL391834.2 | AL391988.1 | AL392172.1 | AL441883.1 | AL441992.1 | AL442003.1 | AL442067.1 | AL442125.1 | AL442128.2 | AL442663.2 | AL442663.3 | AL445189.2 | AL445220.1 | AL445248.1 | AL445433.1 | AL445472.1 | AL445524.1 | AL445686.2 | AL449106.1 | AL449266.1 | AL449283.1 | AL450226.2 | AL450311.2 | AL450326.1 | AL450384.2 | AL450405.1 | AL450992.3 | AL450998.1 | AL451050.2 | AL451074.1 | AL451074.2 | AL451085.1 | AL451085.2 | AL451123.1 | AL451165.2 | AL512306.2 | AL512306.3 | AL512329.2 | AL512343.2 | AL512353.1 | AL512356.3 | AL512506.1 | AL512506.3 | AL512625.1 | AL512625.3 | AL512770.1 | AL512791.2 | AL512844.1 | AL513175.2 | AL513210.1 | AL513320.1 | AL513365.1 | AL513475.1 | AL513475.2 | AL513477.2 | AL513523.1 | AL513534.1 | AL513548.1 | AL513548.3 | AL513548.4 | AL513550.1 | AL583722.2 | AL589765.3 | AL589863.1 | AL589880.1 | AL589935.1 | AL589993.1 | AL590006.1 | AL590095.2 | AL590326.1 | AL590399.1 | AL590560.1 | AL590632.1 | AL590704.1 | AL590705.1 | AL590714.1 | AL590723.1 | AL590762.3 | AL590764.1 | AL590822.2 | AL590867.1 | AL590867.2 | AL591163.1 | AL591468.1 | AL591485.1 | AL591623.1 | AL591845.1 | AL591895.1 | AL592114.1 | AL592148.3 | AL592211.1 | AL592293.1 | AL592295.1 | AL592295.4 | AL592429.1 | AL592429.2 | AL592437.2 | AL592494.3 | AL596094.1 | AL596202.1 | AL596244.1 | AL596325.1 | AL603756.1 | AL603832.1 | AL603839.3 | AL604028.1 | AL604028.2 | AL606489.2 | AL606491.1 | AL606760.1 | AL606760.2 | AL606760.3 | AL606834.1 | AL606834.2 | AL627171.1 | AL627171.2 | AL627309.1 | AL627309.5 | AL627309.6 | AL627422.2 | AL645568.1 | AL645568.2 | AL645728.1 | AL645728.2 | AL645924.2 | AL645929.1 | AL645929.2 | AL645933.2 | AL645939.1 | AL645939.4 | AL662795.2 | AL662797.1 | AL662844.4 | AL662884.1 | AL662884.3 | AL662907.1 | AL662907.2 | AL669831.1 | AL669831.3 | AL669831.4 | AL669831.5 | AL669983.1 | AL671277.1 | AL671883.2 | AL672277.1 | AL683807.1 | AL683813.1 | AL691432.1 | AL691432.2 | AL691447.2 | AL691449.1 | AL731559.1 | AL731563.3 | AL731566.1 | AL731568.1 | AL731569.1 | AL732292.2 | AL732372.2 | AL807752.1 | AL807752.5 | AL844908.1 | AL845472.1 | AL845472.2 | AL928654.1 | AL928654.4 | AL928970.1 | AL929472.2 | AL935212.1 | ALAD | ALAS1 | ALCAM | ALDH16A1 | ALDH18A1 | ALDH1A1 | ALDH1A2 | ALDH1B1 | ALDH1L2 | ALDH2 | ALDH3A2 | ALDH3B1 | ALDH4A1 | ALDH5A1 | ALDH6A1 | ALDH7A1 | ALDH8A1 | ALDH9A1 | ALDOA | ALDOB | ALDOC | ALG1 | ALG10 | ALG10B | ALG11 | ALG12 | ALG13 | ALG13-AS1 | ALG14 | ALG1L | ALG1L2 | ALG1L9P | ALG2 | ALG3 | ALG5 | ALG6 | ALG8 | ALG9 | ALG9-IT1 | ALK | ALKAL2 | ALKBH1 | ALKBH2 | ALKBH3 | ALKBH3-AS1 | ALKBH4 | ALKBH5 | ALKBH6 | ALKBH7 | ALKBH8 | ALMS1 | ALMS1-IT1 | ALMS1P1 | ALOX12-AS1 | ALOX12P2 | ALOX15B | ALOX15P1 | ALOX5 | ALOX5AP | ALPK1 | ALS2 | ALS2CL | ALS2CR12 | ALYREF | AMACR | AMBRA1 | AMD1 | AMDHD1 | AMDHD2 | AMER1 | AMFR | AMIGO1 | AMIGO2 | AMMECR1 | AMMECR1L | AMN | AMN1 | AMOT | AMOTL1 | AMPD2 | AMPD3 | AMPH | AMT | AMY2B | AMZ1 | AMZ2 | AMZ2P1 | AMZ2P2 | ANAPC1 | ANAPC10 | ANAPC11 | ANAPC13 | ANAPC15 | ANAPC16 | ANAPC2 | ANAPC4 | ANAPC5 | ANAPC7 | ANG | ANGEL1 | ANGEL2 | ANGPT2 | ANGPTL1 | ANGPTL4 | ANGPTL6 | ANK1 | ANK3 | ANKAR | ANKDD1A | ANKEF1 | ANKFY1 | ANKH | ANKHD1 | ANKHD1-EIF4EBP3 | ANKIB1 | ANKLE1 | ANKLE2 | ANKMY1 | ANKMY2 | ANKRA2 | ANKRD10 | ANKRD10-IT1 | ANKRD11 | ANKRD12 | ANKRD13A | ANKRD13B | ANKRD13C | ANKRD13D | ANKRD16 | ANKRD17 | ANKRD18A | ANKRD18B | ANKRD18CP | ANKRD18EP | ANKRD20A11P | ANKRD20A17P | ANKRD20A4 | ANKRD20A5P | ANKRD22 | ANKRD23 | ANKRD26 | ANKRD27 | ANKRD28 | ANKRD29 | ANKRD31 | ANKRD33B | ANKRD34A | ANKRD35 | ANKRD36 | ANKRD36B | ANKRD36BP1 | ANKRD36BP2 | ANKRD36C | ANKRD37 | ANKRD39 | ANKRD40 | ANKRD42 | ANKRD44 | ANKRD44-IT1 | ANKRD46 | ANKRD49 | ANKRD50 | ANKRD52 | ANKRD54 | ANKRD55 | ANKRD6 | ANKRD9 | ANKS1A | ANKS1B | ANKS3 | ANKS6 | ANKZF1 | ANO10 | ANO5 | ANO6 | ANO7 | ANO7L1 | ANO8 | ANO9 | ANOS1 | ANP32A | ANP32B | ANP32E | ANPEP | ANTXR2 | ANTXRLP1 | ANXA1 | ANXA11 | ANXA2 | ANXA2P2 | ANXA2R | ANXA4 | ANXA5 | ANXA6 | ANXA7 | AOAH | AOC1 | AP000238.1 | AP000240.1 | AP000251.1 | AP000254.1 | AP000347.1 | AP000347.2 | AP000350.2 | AP000350.6 | AP000350.7 | AP000356.3 | AP000426.1 | AP000437.1 | AP000442.2 | AP000487.1 | AP000526.1 | AP000547.3 | AP000553.1 | AP000553.2 | AP000560.1 | AP000580.1 | AP000593.4 | AP000648.3 | AP000662.1 | AP000692.1 | AP000692.2 | AP000704.1 | AP000708.1 | AP000757.1 | AP000759.1 | AP000763.3 | AP000763.4 | AP000766.1 | AP000769.1 | AP000787.1 | AP000845.1 | AP000866.1 | AP000866.2 | AP000866.5 | AP000866.6 | AP000873.2 | AP000892.3 | AP000894.4 | AP000911.1 | AP000915.2 | AP000919.1 | AP000919.4 | AP000936.3 | AP000943.4 | AP000974.1 | AP000977.1 | AP001020.2 | AP001020.3 | AP001024.1 | AP001033.2 | AP001056.1 | AP001057.1 | AP001059.2 | AP001059.3 | AP001062.1 | AP001107.1 | AP001107.2 | AP001107.9 | AP001160.1 | AP001160.2 | AP001160.3 | AP001257.1 | AP001267.1 | AP001267.2 | AP001267.3 | AP001267.5 | AP001269.4 | AP001273.1 | AP001318.2 | AP001324.1 | AP001330.5 | AP001347.1 | AP001350.2 | AP001362.2 | AP001372.2 | AP001372.3 | AP001412.1 | AP001432.1 | AP001434.1 | AP001437.1 | AP001442.1 | AP001453.1 | AP001453.2 | AP001462.1 | AP001469.3 | AP001486.2 | AP001496.1 | AP001496.3 | AP001505.1 | AP001525.1 | AP001636.3 | AP001767.4 | AP001830.1 | AP001885.1 | AP001962.1 | AP001972.5 | AP001992.1 | AP002026.1 | AP002336.1 | AP002360.1 | AP002360.3 | AP002364.1 | AP002365.1 | AP002381.1 | AP002381.2 | AP002387.1 | AP002433.1 | AP002433.2 | AP002449.1 | AP002490.1 | AP002495.1 | AP002748.3 | AP002761.4 | AP002807.1 | AP002812.1 | AP002840.2 | AP002851.1 | AP002852.1 | AP002884.1 | AP002884.4 | AP002907.1 | AP002954.1 | AP002986.1 | AP003068.2 | AP003084.1 | AP003086.1 | AP003108.2 | AP003108.3 | AP003108.4 | AP003117.1 | AP003168.2 | AP003352.1 | AP003392.1 | AP003392.2 | AP003392.4 | AP003392.6 | AP003469.4 | AP003486.1 | AP003557.2 | AP003716.1 | AP003733.4 | AP003774.1 | AP003774.3 | AP003774.4 | AP004147.1 | AP004609.3 | AP005019.1 | AP005060.1 | AP005131.1 | AP005131.6 | AP005131.7 | AP005136.2 | AP005212.4 | AP005329.1 | AP005329.3 | AP005432.1 | AP005482.1 | AP005482.3 | AP005671.1 | AP005899.1 | AP006222.1 | AP006284.1 | AP006545.1 | AP006621.3 | AP006623.1 | AP1AR | AP1B1 | AP1G1 | AP1G2 | AP1M1 | AP1S1 | AP1S2 | AP1S3 | AP2A1 | AP2A2 | AP2B1 | AP2M1 | AP2S1 | AP3B1 | AP3D1 | AP3M1 | AP3M2 | AP3S1 | AP3S2 | AP4B1 | AP4B1-AS1 | AP4E1 | AP4M1 | AP4S1 | AP5B1 | AP5M1 | AP5S1 | AP5Z1 | APAF1 | APBA1 | APBA2 | APBA3 | APBB1 | APBB1IP | APBB2 | APBB3 | APC | APEH | APEX1 | APEX2 | APH1A | APH1B | API5 | APIP | APLF | APLP1 | APLP2 | APMAP | APOA1 | APOBEC3A | APOBEC3B | APOBEC3B-AS1 | APOBEC3C | APOBEC3D | APOBEC3F | APOBEC3G | APOBEC3H | APOBR | APOC1 | APOC1P1 | APOC2 | APOE | APOL1 | APOL2 | APOL3 | APOL4 | APOL6 | APOLD1 | APOM | APOO | APOOL | APOPT1 | APP | APPBP2 | APPL1 | APPL2 | APRT | APTR | APTX | AQP10 | AQP11 | AQP3 | AQP9 | AQR | ARAF | ARAP1 | ARAP1-AS2 | ARAP2 | ARAP3 | ARCN1 | AREG | AREL1 | ARF1 | ARF3 | ARF4 | ARF4-AS1 | ARF5 | ARF6 | ARFGAP1 | ARFGAP2 | ARFGAP3 | ARFGEF1 | ARFGEF2 | ARFIP1 | ARFIP2 | ARFRP1 | ARG2 | ARGLU1 | ARHGAP1 | ARHGAP10 | ARHGAP11A | ARHGAP11B | ARHGAP12 | ARHGAP15 | ARHGAP17 | ARHGAP18 | ARHGAP19 | ARHGAP20 | ARHGAP21 | ARHGAP22 | ARHGAP23 | ARHGAP24 | ARHGAP25 | ARHGAP26 | ARHGAP27 | ARHGAP27P1-BPTFP1-KPNA2P3 | ARHGAP30 | ARHGAP31 | ARHGAP32 | ARHGAP33 | ARHGAP35 | ARHGAP4 | ARHGAP42 | ARHGAP44 | ARHGAP45 | ARHGAP5 | ARHGAP5-AS1 | ARHGAP6 | ARHGAP9 | ARHGDIA | ARHGDIB | ARHGEF1 | ARHGEF10 | ARHGEF10L | ARHGEF11 | ARHGEF12 | ARHGEF17 | ARHGEF18 | ARHGEF19 | ARHGEF2 | ARHGEF26 | ARHGEF3 | ARHGEF35 | ARHGEF37 | ARHGEF39 | ARHGEF4 | ARHGEF40 | ARHGEF5 | ARHGEF6 | ARHGEF7 | ARHGEF9 | ARID1A | ARID1B | ARID2 | ARID3A | ARID3B | ARID4A | ARID4B | ARID5A | ARID5B | ARIH1 | ARIH2 | ARIH2OS | ARL1 | ARL10 | ARL11 | ARL13B | ARL14EP | ARL15 | ARL16 | ARL17A | ARL17B | ARL2 | ARL2BP | ARL3 | ARL4A | ARL4C | ARL4D | ARL5A | ARL5B | ARL6 | ARL6IP1 | ARL6IP4 | ARL6IP5 | ARL6IP6 | ARL8A | ARL8B | ARMC1 | ARMC10 | ARMC2 | ARMC5 | ARMC6 | ARMC7 | ARMC8 | ARMC9 | ARMCX1 | ARMCX2 | ARMCX3 | ARMCX4 | ARMCX5 | ARMCX5-GPRASP2 | ARMCX6 | ARMH1 | ARMH2 | ARMH3 | ARMH4 | ARMT1 | ARNT | ARNT2 | ARNTL | ARNTL2 | ARPC1A | ARPC1B | ARPC2 | ARPC3 | ARPC4 | ARPC5 | ARPC5L | ARPIN | ARPP19 | ARRB1 | ARRB2 | ARRDC1 | ARRDC1-AS1 | ARRDC2 | ARRDC3 | ARRDC3-AS1 | ARRDC4 | ARRDC5 | ARSA | ARSB | ARSD | ARSG | ARSK | ARV1 | ARVCF | ASAH1 | ASAH2B | ASAP1 | ASAP1-IT2 | ASAP2 | ASB1 | ASB13 | ASB16 | ASB16-AS1 | ASB2 | ASB3 | ASB6 | ASB7 | ASB8 | ASCC1 | ASCC2 | ASCC3 | ASCL2 | ASF1A | ASF1B | ASGR1 | ASGR2 | ASH1L | ASH1L-AS1 | ASH2L | ASL | ASMT | ASMTL | ASMTL-AS1 | ASNA1 | ASNS | ASNSD1 | ASPH | ASPHD1 | ASPHD2 | ASPM | ASPSCR1 | ASRGL1 | ASS1P1 | ASTE1 | ASTN2 | ASXL1 | ASXL2 | ATAD1 | ATAD2 | ATAD2B | ATAD3A | ATAD3B | ATAD3C | ATAD5 | ATAT1 | ATCAY | ATE1 | ATE1-AS1 | ATF1 | ATF2 | ATF3 | ATF4 | ATF5 | ATF6 | ATF6B | ATF7 | ATF7IP | ATF7IP2 | ATG10 | ATG101 | ATG12 | ATG13 | ATG14 | ATG16L1 | ATG16L2 | ATG2A | ATG2B | ATG3 | ATG4A | ATG4B | ATG4C | ATG4D | ATG5 | ATG7 | ATG9A | ATG9B | ATIC | ATL1 | ATL2 | ATL3 | ATM | ATMIN | ATN1 | ATOX1 | ATP10A | ATP10D | ATP11A | ATP11A-AS1 | ATP11B | ATP11C | ATP13A1 | ATP13A2 | ATP13A3 | ATP13A4 | ATP1A1 | ATP1A1-AS1 | ATP1A3 | ATP1B1 | ATP1B1P1 | ATP1B3 | ATP23 | ATP2A1-AS1 | ATP2A2 | ATP2A3 | ATP2B1 | ATP2B1-AS1 | ATP2B4 | ATP2C1 | ATP5F1A | ATP5F1B | ATP5F1C | ATP5F1D | ATP5F1E | ATP5IF1 | ATP5MC1 | ATP5MC2 | ATP5MC2P3 | ATP5MC3 | ATP5MD | ATP5ME | ATP5MF | ATP5MFP4 | ATP5MFP6 | ATP5MG | ATP5MGL | ATP5MPL | ATP5PB | ATP5PBP1 | ATP5PD | ATP5PF | ATP5PO | ATP5S | ATP6AP1 | ATP6AP1L | ATP6AP2 | ATP6V0A1 | ATP6V0A2 | ATP6V0B | ATP6V0C | ATP6V0D1 | ATP6V0D2 | ATP6V0E1 | ATP6V0E2 | ATP6V0E2-AS1 | ATP6V1A | ATP6V1B2 | ATP6V1C1 | ATP6V1C2 | ATP6V1D | ATP6V1E1 | ATP6V1E2 | ATP6V1F | ATP6V1G1 | ATP6V1G2 | ATP6V1H | ATP7A | ATP8A1 | ATP8A2 | ATP8B1 | ATP8B2 | ATP8B3 | ATP8B4 | ATP8B5P | ATP9A | ATP9B | ATPAF1 | ATPAF2 | ATR | ATRAID | ATRIP | ATRN | ATRX | ATXN1 | ATXN10 | ATXN1L | ATXN2 | ATXN2L | ATXN3 | ATXN7 | ATXN7-1 | ATXN7L1 | ATXN7L2 | ATXN7L3 | ATXN7L3B | AUH | AUP1 | AURKA | AURKAIP1 | AURKAP1 | AURKB | AURKC | AUTS2 | AVEN | AVIL | AVL9 | AVP | AVPI1 | AXIN1 | AXIN2 | AXL | AZI2 | AZIN1 | AZIN1-AS1 | AZIN2 | AZU1 | B2M | B3GALNT1 | B3GALNT1P1 | B3GALNT2 | B3GALT2 | B3GALT4 | B3GALT6 | B3GAT1 | B3GAT2 | B3GAT3 | B3GLCT | B3GNT10 | B3GNT2 | B3GNT4 | B3GNT5 | B3GNT7 | B3GNT8 | B3GNT9 | B3GNTL1 | B4GALNT3 | B4GALT1 | B4GALT1-AS1 | B4GALT2 | B4GALT3 | B4GALT4 | B4GALT5 | B4GALT6 | B4GALT7 | B4GAT1 | B9D1 | B9D2 | BAALC | BABAM1 | BABAM2 | BACE1 | BACE1-AS | BACE2 | BACH1 | BACH1-AS1 | BACH1-IT1 | BACH1-IT2 | BACH2 | BAD | BAG1 | BAG2 | BAG3 | BAG4 | BAG5 | BAG6 | BAHCC1 | BAHD1 | BAIAP2 | BAIAP2-DT | BAIAP2L1 | BAIAP3 | BAK1 | BANF1 | BANK1 | BANP | BAP1 | BARD1 | BASP1 | BATF | BATF2 | BATF3 | BAX | BAZ1A | BAZ1B | BAZ2A | BAZ2B | BBC3 | BBIP1 | BBOF1 | BBS1 | BBS10 | BBS12 | BBS2 | BBS4 | BBS5 | BBS7 | BBS9 | BBX | BCAP29 | BCAP31 | BCAR3 | BCAS1 | BCAS2 | BCAS2P2 | BCAS3 | BCAS4 | BCAT1 | BCAT2 | BCCIP | BCDIN3D | BCDIN3D-AS1 | BCKDHA | BCKDHB | BCKDK | BCL10 | BCL11A | BCL11B | BCL2 | BCL2A1 | BCL2L1 | BCL2L11 | BCL2L12 | BCL2L13 | BCL2L14 | BCL2L15 | BCL2L2 | BCL3 | BCL6 | BCL7A | BCL7B | BCL7C | BCL9 | BCL9L | BCLAF1 | BCLAF1P2 | BCLAF3 | BCO2 | BCOR | BCORL1 | BCORP1 | BCR | BCRP2 | BCS1L | BCYRN1 | BDH1 | BDH2 | BDNF-AS | BDP1 | BECN1 | BEGAIN | BEND3 | BEND4 | BEND5 | BEND7 | BEST1 | BEST4 | BET1 | BET1L | BEX1 | BEX2 | BEX3 | BEX4 | BEX5 | BFAR | BFSP1 | BFSP2 | BGLAP | BHLHB9 | BHLHE40 | BHLHE40-AS1 | BHLHE41 | BICD1 | BICD2 | BICDL1 | BICDL2 | BICRA | BICRAL | BID | BIK | BIN1 | BIN2 | BIN3 | BIRC2 | BIRC3 | BIRC5 | BIRC6 | BISPR | BIVM | BLCAP | BLK | BLM | BLMH | BLNK | BLOC1S1 | BLOC1S1-RDH5 | BLOC1S2 | BLOC1S3 | BLOC1S4 | BLOC1S5 | BLOC1S6 | BLVRA | BLVRB | BLZF1 | BLZF2P | BMF | BMI1 | BMP1 | BMP2K | BMP8B | BMPR1A | BMPR2 | BMS1 | BMS1P1 | BMS1P2 | BMS1P4-1 | BMS1P8 | BMT2 | BNC2 | BNIP1 | BNIP2 | BNIP3 | BNIP3L | BNIP3P11 | BNIP3P27 | BNIP3P41 | BNIPL | BOD1 | BOD1L1 | BOK | BOLA1 | BOLA2 | BOLA2-SMG1P6 | BOLA2B | BOLA3 | BOLA3-AS1 | BOP1 | BORA | BORCS5 | BORCS6 | BORCS7 | BORCS8 | BPGM | BPHL | BPI | BPNT1 | BPTF | BRAF | BRAP | BRAT1 | BRCA1 | BRCA2 | BRCC3 | BRD1 | BRD2 | BRD3 | BRD3OS | BRD4 | BRD7 | BRD7P2 | BRD8 | BRD9 | BREA2 | BRF1 | BRF2 | BRI3 | BRI3BP | BRICD5 | BRIP1 | BRIX1 | BRK1 | BRMS1 | BRMS1L | BROX | BRPF1 | BRPF3 | BRSK1 | BRWD1 | BRWD1-AS2 | BRWD1-IT1 | BRWD3 | BSCL2 | BSDC1 | BSG | BSPRY | BST1 | BST2 | BTAF1 | BTBD1 | BTBD10 | BTBD11 | BTBD19 | BTBD2 | BTBD3 | BTBD6 | BTBD7 | BTBD7P1 | BTBD8 | BTBD9 | BTD | BTF3 | BTF3L4 | BTF3P7 | BTG1 | BTG2 | BTG3 | BTG3-AS1 | BTK | BTLA | BTN2A1 | BTN2A2 | BTN2A3P | BTN3A1 | BTN3A2 | BTN3A3 | BTNL9 | BTRC | BUB1 | BUB1B | BUB3 | BUD13 | BUD23 | BUD31 | BX248409.1 | BX255925.3 | BX284668.5 | BX284668.6 | BX293535.1 | BX537318.1 | BX571818.1 | BX571846.1 | BX664615.2 | BX679664.1 | BX679664.3 | BX890604.2 | BYSL | BZW1 | BZW1P2 | BZW2 | C10ORF143 | C10ORF25 | C10ORF55 | C10ORF88 | C10ORF91 | C10ORF95 | C11ORF1 | C11ORF21 | C11ORF24 | C11ORF45 | C11ORF49 | C11ORF54 | C11ORF58 | C11ORF65 | C11ORF68 | C11ORF71 | C11ORF74 | C11ORF80 | C11ORF95 | C11ORF98 | C12ORF10 | C12ORF29 | C12ORF4 | C12ORF42 | C12ORF43 | C12ORF45 | C12ORF49 | C12ORF57 | C12ORF60 | C12ORF65 | C12ORF66 | C12ORF73 | C12ORF75 | C12ORF76 | C14ORF119 | C14ORF132 | C14ORF28 | C14ORF93 | C15ORF39 | C15ORF40 | C15ORF41 | C15ORF48 | C15ORF53 | C15ORF61 | C15ORF65 | C16ORF45 | C16ORF46 | C16ORF54 | C16ORF58 | C16ORF70 | C16ORF72 | C16ORF74 | C16ORF86 | C16ORF87 | C16ORF91 | C16ORF95 | C17ORF100 | C17ORF107 | C17ORF113 | C17ORF49 | C17ORF51 | C17ORF58 | C17ORF67 | C17ORF75 | C17ORF80 | C17ORF97 | C17ORF99 | C18ORF21 | C18ORF25 | C18ORF32 | C18ORF54 | C18ORF65 | C19ORF12 | C19ORF18 | C19ORF24 | C19ORF25 | C19ORF33 | C19ORF38 | C19ORF44 | C19ORF47 | C19ORF48 | C19ORF53 | C19ORF54 | C19ORF57 | C19ORF66 | C19ORF70 | C19ORF73 | C19ORF81 | C1D | C1DP1 | C1DP5 | C1GALT1 | C1GALT1C1 | C1GALT1P1 | C1ORF109 | C1ORF112 | C1ORF115 | C1ORF122 | C1ORF123 | C1ORF131 | C1ORF147 | C1ORF159 | C1ORF162 | C1ORF174 | C1ORF198 | C1ORF21 | C1ORF216 | C1ORF220 | C1ORF35 | C1ORF43 | C1ORF50 | C1ORF52 | C1ORF53 | C1ORF54 | C1ORF56 | C1ORF61 | C1ORF74 | C1QA | C1QB | C1QBP | C1QC | C1QTNF12 | C1QTNF3 | C1QTNF6 | C1QTNF7 | C1R | C1RL | C1RL-AS1 | C1S | C2 | C20ORF144 | C20ORF194 | C20ORF197 | C20ORF204 | C20ORF27 | C20ORF96 | C21ORF58 | C21ORF62 | C21ORF62-AS1 | C21ORF91 | C22ORF15 | C22ORF34 | C22ORF39 | C22ORF46 | C2CD2 | C2CD2L | C2CD3 | C2CD4D | C2CD5 | C2ORF15 | C2ORF27A | C2ORF40 | C2ORF42 | C2ORF49 | C2ORF68 | C2ORF69 | C2ORF74 | C2ORF76 | C2ORF81 | C2ORF88 | C2ORF92 | C3 | C3AR1 | C3ORF14 | C3ORF18 | C3ORF33 | C3ORF35 | C3ORF38 | C3ORF49 | C3ORF52 | C3ORF58 | C3ORF62 | C4BPB | C4ORF3 | C4ORF33 | C4ORF46 | C4ORF47 | C4ORF48 | C5 | C5AR1 | C5AR2 | C5ORF15 | C5ORF17 | C5ORF22 | C5ORF24 | C5ORF30 | C5ORF34 | C5ORF51 | C5ORF56 | C5ORF63 | C5ORF66 | C6ORF106 | C6ORF120 | C6ORF132 | C6ORF136 | C6ORF163 | C6ORF203 | C6ORF223 | C6ORF226 | C6ORF47 | C6ORF48 | C6ORF52 | C6ORF62 | C6ORF89 | C7ORF25 | C7ORF26 | C7ORF31 | C7ORF43 | C7ORF50 | C7ORF61 | C8ORF31 | C8ORF33 | C8ORF37 | C8ORF37-AS1 | C8ORF44 | C8ORF58 | C8ORF59 | C8ORF76 | C8ORF82 | C8ORF88 | C9ORF106 | C9ORF116 | C9ORF139 | C9ORF147 | C9ORF153 | C9ORF16 | C9ORF163 | C9ORF24 | C9ORF3 | C9ORF40 | C9ORF41-AS1 | C9ORF43 | C9ORF64 | C9ORF66 | C9ORF72 | C9ORF78 | C9ORF85 | CA11 | CA13 | CA2 | CA3-AS1 | CA5A | CA5B | CA5BP1 | CA6 | CAAP1 | CAB39 | CAB39L | CABIN1 | CABLES1 | CABLES2 | CABP4 | CABYR | CACFD1 | CACHD1 | CACNA1A | CACNA1C-AS1 | CACNA1C-AS2 | CACNA1D | CACNA1I | CACNA2D2 | CACNA2D3 | CACNA2D4 | CACNB1 | CACNB2 | CACNB3 | CACNB4 | CACTIN | CACUL1 | CACYBP | CAD | CADM1 | CADM4 | CAGE1 | CAHM | CALCOCO1 | CALCOCO2 | CALCRL | CALD1 | CALHM2 | CALHM6 | CALM1 | CALM2 | CALM3 | CALML4 | CALR | CALU | CALY | CAMK1 | CAMK1D | CAMK1G | CAMK2D | CAMK2G | CAMK2N1 | CAMK2N2 | CAMK4 | CAMKK1 | CAMKK2 | CAMKMT | CAMLG | CAMP | CAMSAP1 | CAMSAP2 | CAMTA1 | CAMTA2 | CAND1 | CAND2 | CANT1 | CANX | CAP1 | CAP2P1 | CAPG | CAPN1 | CAPN10 | CAPN10-DT | CAPN12 | CAPN15 | CAPN2 | CAPN3 | CAPN5 | CAPN7 | CAPNS1 | CAPNS2 | CAPRIN1 | CAPRIN2 | CAPS | CAPS2 | CAPZA1 | CAPZA2 | CAPZB | CARD11 | CARD14 | CARD16 | CARD17 | CARD19 | CARD6 | CARD8 | CARD8-AS1 | CARD9 | CARF | CARHSP1 | CARM1 | CARMIL1 | CARMIL2 | CARMIL3 | CARNMT1 | CARNS1 | CARS | CARS2 | CASC19 | CASC3 | CASC4 | CASD1 | CASK | CASP1 | CASP10 | CASP16P | CASP17P | CASP1P2 | CASP2 | CASP3 | CASP4 | CASP5 | CASP6 | CASP7 | CASP8 | CASP8AP2 | CASP9 | CASS4 | CAST | CASTOR1 | CASTOR3 | CASZ1 | CAT | CATIP | CATIP-AS1 | CATSPER1 | CATSPER2 | CATSPER2P1 | CATSPERB | CATSPERE | CATSPERG | CAV1 | CAVIN1 | CAVIN3 | CBFA2T2 | CBFA2T3 | CBFB | CBL | CBLB | CBLL1 | CBLN3 | CBR1 | CBR3 | CBR3-AS1 | CBR4 | CBWD1 | CBWD2 | CBWD3 | CBWD4P | CBWD5 | CBWD6 | CBX1 | CBX2 | CBX3 | CBX3P2 | CBX3P5 | CBX4 | CBX5 | CBX5P1 | CBX6 | CBX7 | CBX8 | CBY1 | CC2D1A | CC2D1B | CC2D2A | CC2D2B | CCAR1 | CCAR2 | CCBE1 | CCDC102A | CCDC102B | CCDC106 | CCDC107 | CCDC110 | CCDC112 | CCDC115 | CCDC117 | CCDC12 | CCDC120 | CCDC121 | CCDC122 | CCDC124 | CCDC125 | CCDC126 | CCDC127 | CCDC13 | CCDC130 | CCDC134 | CCDC136 | CCDC137 | CCDC138 | CCDC14 | CCDC141 | CCDC142 | CCDC144A | CCDC144B | CCDC144CP | CCDC146 | CCDC149 | CCDC15 | CCDC150 | CCDC151 | CCDC152 | CCDC153 | CCDC154 | CCDC157 | CCDC159 | CCDC163 | CCDC167 | CCDC168 | CCDC17 | CCDC170 | CCDC171 | CCDC174 | CCDC18 | CCDC18-AS1 | CCDC180 | CCDC183 | CCDC184 | CCDC186 | CCDC189 | CCDC191 | CCDC194 | CCDC200 | CCDC22 | CCDC24 | CCDC25 | CCDC26 | CCDC28A | CCDC28B | CCDC30 | CCDC32 | CCDC34 | CCDC43 | CCDC47 | CCDC50 | CCDC51 | CCDC57 | CCDC58 | CCDC59 | CCDC6 | CCDC61 | CCDC62 | CCDC65 | CCDC66 | CCDC68 | CCDC69 | CCDC7 | CCDC71 | CCDC71L | CCDC74A | CCDC77 | CCDC78 | CCDC81 | CCDC82 | CCDC84 | CCDC85B | CCDC85C | CCDC86 | CCDC88A | CCDC88B | CCDC88C | CCDC9 | CCDC90B | CCDC91 | CCDC92 | CCDC93 | CCDC96 | CCDC97 | CCDC9B | CCHCR1 | CCL13 | CCL17 | CCL18 | CCL19 | CCL2 | CCL20 | CCL22 | CCL23 | CCL24 | CCL28 | CCL3 | CCL3L1 | CCL4 | CCL4L2 | CCL5 | CCL7 | CCL8 | CCM2 | CCNA1 | CCNA2 | CCNB1 | CCNB1IP1 | CCNB2 | CCNB3P1 | CCNC | CCND1 | CCND2 | CCND2-AS1 | CCND3 | CCNDBP1 | CCNE1 | CCNE2 | CCNF | CCNG1 | CCNG2 | CCNH | CCNI | CCNI2 | CCNJ | CCNJL | CCNK | CCNL1 | CCNL2 | CCNL2P1 | CCNQ | CCNT1 | CCNT2 | CCNT2-AS1 | CCNY | CCNYL1 | CCP110 | CCPG1 | CCR1 | CCR10 | CCR12P | CCR2 | CCR3 | CCR4 | CCR5 | CCR6 | CCR7 | CCR9 | CCRL2 | CCS | CCSAP | CCSER1 | CCSER2 | CCT2 | CCT3 | CCT4 | CCT4P2 | CCT5 | CCT6A | CCT6B | CCT6P1 | CCT6P3 | CCT7 | CCT8 | CCT8P1 | CCZ1 | CCZ1B | CD101 | CD109 | CD14 | CD151 | CD160 | CD163 | CD163L1 | CD164 | CD180 | CD19 | CD1A | CD1B | CD1C | CD1D | CD1E | CD2 | CD200 | CD200R1 | CD209 | CD22 | CD226 | CD24 | CD244 | CD247 | CD248 | CD27 | CD27-AS1 | CD274 | CD276 | CD28 | CD2AP | CD2BP2 | CD300A | CD300C | CD300E | CD300LB | CD300LF | CD302 | CD320 | CD33 | CD36 | CD37 | CD38 | CD3D | CD3E | CD3EAP | CD3G | CD4 | CD40 | CD40LG | CD44 | CD44-AS1 | CD46 | CD47 | CD48 | CD5 | CD52 | CD53 | CD55 | CD58 | CD59 | CD6 | CD63 | CD68 | CD69 | CD7 | CD70 | CD72 | CD74 | CD79A | CD79B | CD80 | CD81 | CD82 | CD83 | CD84 | CD86 | CD8A | CD8B | CD8B2 | CD9 | CD93 | CD96 | CD99 | CD99L2 | CD99P1 | CDA | CDADC1 | CDAN1 | CDC123 | CDC14A | CDC14B | CDC16 | CDC23 | CDC25B | CDC26 | CDC27 | CDC34 | CDC37 | CDC37L1 | CDC37L1-DT | CDC40 | CDC42 | CDC42-IT1 | CDC42BPA | CDC42BPB | CDC42EP1 | CDC42EP3 | CDC42EP4 | CDC42EP5 | CDC42P6 | CDC42SE1 | CDC42SE2 | CDC5L | CDC6 | CDC7 | CDC73 | CDCA2 | CDCA3 | CDCA4 | CDCA5 | CDCA7 | CDCA7L | CDCA8 | CDCP1 | CDH1 | CDH23 | CDH26 | CDHR3 | CDIP1 | CDIPT | CDK1 | CDK10 | CDK11A | CDK11B | CDK12 | CDK13 | CDK14 | CDK16 | CDK17 | CDK18 | CDK19 | CDK2 | CDK20 | CDK2AP1 | CDK2AP2 | CDK4 | CDK5 | CDK5R1 | CDK5RAP1 | CDK5RAP2 | CDK5RAP3 | CDK6 | CDK7 | CDK8 | CDK9 | CDKAL1 | CDKL1 | CDKL2 | CDKL3 | CDKL5 | CDKN1A | CDKN1B | CDKN1C | CDKN2A | CDKN2AIP | CDKN2AIPNL | CDKN2B | CDKN2B-AS1 | CDKN2C | CDKN2D | CDKN3 | CDNF | CDO1 | CDPF1 | CDR2 | CDS1 | CDS2 | CDT1 | CDV3 | CDYL | CDYL2 | CEACAM1 | CEACAM21 | CEACAM22P | CEACAM3 | CEACAM4 | CEACAMP3 | CEBPA | CEBPA-DT | CEBPB | CEBPB-AS1 | CEBPD | CEBPE | CEBPG | CEBPZ | CEBPZOS | CECR2 | CECR7 | CELA1 | CELF1 | CELF2 | CELF2-AS1 | CELF4 | CELSR1 | CELSR2 | CELSR3 | CEMIP | CEMIP2 | CENPA | CENPB | CENPBD1 | CENPBD1P1 | CENPC | CENPE | CENPF | CENPH | CENPI | CENPJ | CENPK | CENPL | CENPM | CENPN | CENPO | CENPP | CENPQ | CENPS | CENPT | CENPU | CENPV | CENPW | CENPX | CEP104 | CEP112 | CEP120 | CEP126 | CEP128 | CEP131 | CEP135 | CEP152 | CEP162 | CEP164 | CEP170 | CEP170B | CEP170P1 | CEP19 | CEP192 | CEP250 | CEP290 | CEP295 | CEP295NL | CEP350 | CEP41 | CEP44 | CEP55 | CEP57 | CEP57L1 | CEP63 | CEP68 | CEP70 | CEP72 | CEP76 | CEP78 | CEP83 | CEP83-DT | CEP85 | CEP85L | CEP89 | CEP95 | CEP97 | CEPT1 | CERCAM | CERK | CERKL | CERNA1 | CERS2 | CERS4 | CERS5 | CERS6 | CERS6-AS1 | CES1 | CES2 | CES4A | CETN2 | CETN3 | CETN4P | CETP | CFAP20 | CFAP298 | CFAP300 | CFAP36 | CFAP410 | CFAP44 | CFAP53 | CFAP54 | CFAP58-DT | CFAP70 | CFAP97 | CFAP97D2 | CFB | CFD | CFDP1 | CFH | CFL1 | CFL1P1 | CFL2 | CFLAR | CFLAR-AS1 | CFP | CGAS | CGGBP1 | CGRRF1 | CH17-340M24.3 | CH25H | CHAC1 | CHAC2 | CHAF1A | CHAF1B | CHAMP1 | CHCHD1 | CHCHD10 | CHCHD2 | CHCHD3 | CHCHD4 | CHCHD5 | CHCHD6 | CHCHD7 | CHD1 | CHD1L | CHD2 | CHD3 | CHD4 | CHD6 | CHD7 | CHD8 | CHD9 | CHDH | CHEK1 | CHEK2 | CHERP | CHFR | CHI3L1 | CHI3L2 | CHIC1 | CHIC2 | CHID1 | CHIT1 | CHKA | CHKB | CHKB-DT | CHL1 | CHM | CHML | CHMP1A | CHMP1B | CHMP2A | CHMP2B | CHMP3 | CHMP4A | CHMP4B | CHMP4BP1 | CHMP5 | CHMP6 | CHMP7 | CHN1 | CHN2 | CHORDC1 | CHP1 | CHPF | CHPF2 | CHPT1 | CHRAC1 | CHRM3-AS2 | CHRM5 | CHRNA10 | CHRNA5 | CHRNB1 | CHRNE | CHST10 | CHST11 | CHST12 | CHST13 | CHST14 | CHST15 | CHST2 | CHST7 | CHSY1 | CHTF18 | CHTF8 | CHTOP | CHUK | CHURC1 | CIAO1 | CIAO2A | CIAO2B | CIAO3 | CIAPIN1 | CIART | CIB1 | CIB2 | CIC | CIDEB | CIDECP | CIITA | CINP | CIP2A | CIPC | CIR1 | CIRBP | CISD1 | CISD2 | CISD3 | CISH | CIT | CITED2 | CITED4 | CIZ1 | CKAP2 | CKAP2L | CKAP4 | CKAP5 | CKB | CKLF | CKM | CKMT2-AS1 | CKS1B | CKS2 | CLASP1 | CLASP2 | CLASRP | CLBA1 | CLCC1 | CLCF1 | CLCN2 | CLCN3 | CLCN4 | CLCN5 | CLCN6 | CLCN7 | CLDN12 | CLDN15 | CLDN23 | CLDN7 | CLDND1 | CLDND2 | CLEC10A | CLEC11A | CLEC12A | CLEC12B | CLEC16A | CLEC17A | CLEC18A | CLEC19A | CLEC1A | CLEC20A | CLEC2B | CLEC2D | CLEC4A | CLEC4D | CLEC4E | CLEC4G | CLEC5A | CLEC6A | CLEC7A | CLECL1 | CLHC1 | CLIC1 | CLIC2 | CLIC3 | CLIC4 | CLIC5 | CLINT1 | CLIP1 | CLIP2 | CLIP3 | CLIP4 | CLK1 | CLK2 | CLK3 | CLK4 | CLLU1OS | CLMN | CLMP | CLN3 | CLN5 | CLN6 | CLN8 | CLNK | CLNS1A | CLOCK | CLP1 | CLPB | CLPP | CLPTM1 | CLPTM1L | CLPX | CLSPN | CLSTN1 | CLSTN3 | CLTA | CLTB | CLTC | CLTCL1 | CLTRN | CLU | CLUAP1 | CLUH | CLUHP3 | CLYBL | CMAHP | CMAS | CMBL | CMC1 | CMC2 | CMC4 | CMIP | CMKLR1 | CMPK1 | CMPK2 | CMSS1 | CMTM3 | CMTM4 | CMTM6 | CMTM7 | CMTM8 | CMTR1 | CMTR2 | CMYA5 | CNBD2 | CNBP | CNDP2 | CNEP1R1 | CNFN | CNGB3 | CNIH1 | CNIH3 | CNIH4 | CNKSR1 | CNKSR2 | CNKSR3 | CNN2 | CNN3 | CNNM2 | CNNM3 | CNNM4 | CNOT1 | CNOT10 | CNOT11 | CNOT2 | CNOT3 | CNOT4 | CNOT6 | CNOT6L | CNOT7 | CNOT8 | CNOT9 | CNP | CNPPD1 | CNPY2 | CNPY3 | CNPY4 | CNR1 | CNR2 | CNRIP1 | CNST | CNTD1 | CNTLN | CNTN2 | CNTNAP1 | CNTNAP2 | CNTRL | CNTROB | COA1 | COA3 | COA4 | COA5 | COA6 | COA7 | COASY | COBLL1 | COCH | COG1 | COG2 | COG3 | COG4 | COG5 | COG6 | COG7 | COG8 | COIL | COL10A1 | COL17A1 | COL18A1 | COL19A1 | COL23A1 | COL27A1 | COL4A2-AS2 | COL4A3 | COL4A3BP | COL4A4 | COL5A3 | COL6A1 | COL6A2 | COL6A3 | COL8A1 | COL8A2 | COL9A2 | COL9A3 | COLCA1 | COLEC12 | COLGALT1 | COLGALT2 | COLQ | COMMD1 | COMMD10 | COMMD2 | COMMD3 | COMMD4 | COMMD5 | COMMD6 | COMMD7 | COMMD8 | COMMD9 | COMT | COMTD1 | COP1 | COPA | COPB1 | COPB2 | COPE | COPG1 | COPG2 | COPRS | COPS2 | COPS3 | COPS4 | COPS5 | COPS6 | COPS7A | COPS7B | COPS8 | COPS9 | COPZ1 | COPZ2 | COQ10A | COQ10B | COQ2 | COQ3 | COQ4 | COQ5 | COQ6 | COQ7 | COQ8A | COQ8B | COQ9 | CORO1A | CORO1B | CORO1C | CORO2A | CORO2B | CORO6 | CORO7 | COTL1 | COX10 | COX10-AS1 | COX11 | COX14 | COX15 | COX16 | COX17 | COX18 | COX19 | COX20 | COX20P1 | COX4I1 | COX5A | COX5B | COX6A1 | COX6A1P2 | COX6B1 | COX6B2 | COX6C | COX6CP1 | COX7A2 | COX7A2L | COX7B | COX7BP2 | COX7C | COX7CP1 | COX8A | CP | CPA5 | CPAMD8 | CPB2-AS1 | CPD | CPEB2 | CPEB3 | CPEB4 | CPED1 | CPLANE1 | CPLANE2 | CPLX1 | CPM | CPNE1 | CPNE2 | CPNE3 | CPNE5 | CPNE7 | CPNE8 | CPNE9 | CPOX | CPPED1 | CPQ | CPS1 | CPSF1 | CPSF2 | CPSF3 | CPSF4 | CPSF6 | CPSF7 | CPT1A | CPT1B | CPT1C | CPT2 | CPTP | CPVL | CR1 | CR1L | CR2 | CR381653.1 | CR381670.1 | CR382285.1 | CR382285.2 | CR391992.1 | CR392039.4 | CR589904.1 | CR769775.1 | CR786580.1 | CR936218.1 | CRACR2A | CRACR2B | CRADD | CRAMP1 | CRAT | CRB3 | CRBN | CRCP | CREB1 | CREB3 | CREB3L2 | CREB3L4 | CREB5 | CREBBP | CREBL2 | CREBRF | CREBZF | CREG1 | CRELD1 | CRELD2 | CREM | CRHBP | CRIM1 | CRIP1 | CRIP2 | CRIP3 | CRIPT | CRISPLD2 | CRK | CRKL | CRLF3 | CRLS1 | CRNDE | CRNKL1 | CROCC | CROCCP2 | CROCCP3 | CROT | CRTAM | CRTAP | CRTC1 | CRTC2 | CRTC3 | CRX | CRY1 | CRY2 | CRYBB1 | CRYBB2P1 | CRYBG1 | CRYBG2 | CRYBG3 | CRYGS | CRYL1 | CRYM-AS1 | CRYZ | CRYZL1 | CRYZL2P | CS | CSAD | CSDE1 | CSE1L | CSF1 | CSF1R | CSF2 | CSF2RA | CSF2RB | CSF3R | CSGALNACT1 | CSGALNACT2 | CSK | CSKMT | CSMD1 | CSNK1A1 | CSNK1D | CSNK1E | CSNK1G1 | CSNK1G2 | CSNK1G3 | CSNK2A1 | CSNK2A2 | CSNK2A3 | CSNK2B | CSPG4P12 | CSPP1 | CSRNP1 | CSRNP2 | CSRP1 | CSRP2 | CST3 | CST6 | CST7 | CSTA | CSTB | CSTF1 | CSTF2 | CSTF2T | CSTF3 | CSTF3-DT | CTAG2 | CTAGE6 | CTBP1 | CTBP1-AS | CTBP1-DT | CTBP2 | CTBS | CTC-338M12.4 | CTC1 | CTCF | CTD-2201I18.1 | CTDNEP1 | CTDP1 | CTDSP1 | CTDSP2 | CTDSPL | CTDSPL2 | CTF1 | CTGF | CTH | CTIF | CTLA4 | CTNNA1 | CTNNAL1 | CTNNB1 | CTNNBIP1 | CTNNBL1 | CTNND1 | CTNS | CTPS1 | CTPS2 | CTR9 | CTRL | CTSA | CTSB | CTSC | CTSD | CTSF | CTSH | CTSK | CTSL | CTSO | CTSS | CTSW | CTSZ | CTTN | CTTNBP2 | CTTNBP2NL | CTU1 | CTU2 | CU638689.4 | CU638689.5 | CUBN | CUEDC1 | CUEDC2 | CUL1 | CUL2 | CUL3 | CUL4A | CUL4B | CUL5 | CUL7 | CUL9 | CUTA | CUTALP | CUTC | CUX1 | CUZD1 | CWC15 | CWC22 | CWC25 | CWC27 | CWF19L1 | CWF19L2 | CX3CR1 | CXADR | CXCL1 | CXCL10 | CXCL11 | CXCL16 | CXCL2 | CXCL3 | CXCL5 | CXCL8 | CXCL9 | CXCR1 | CXCR2 | CXCR2P1 | CXCR3 | CXCR4 | CXCR5 | CXCR6 | CXORF21 | CXORF38 | CXORF40A | CXORF40B | CXORF56 | CXORF57 | CXXC1 | CXXC4 | CXXC5 | CYB561 | CYB561A3 | CYB561D1 | CYB561D2 | CYB561D2-1 | CYB5A | CYB5B | CYB5D2 | CYB5R1 | CYB5R2 | CYB5R3 | CYB5R4 | CYB5RL | CYBA | CYBB | CYBC1 | CYBRD1 | CYC1 | CYCS | CYFIP1 | CYFIP2 | CYHR1 | CYLD | CYP1B1 | CYP1B1-AS1 | CYP20A1 | CYP24A1 | CYP27A1 | CYP27B1 | CYP2B7P | CYP2J2 | CYP2R1 | CYP2S1 | CYP2T1P | CYP2U1 | CYP3A5 | CYP46A1 | CYP4F22 | CYP4F29P | CYP4V2 | CYP51A1 | CYP51A1P3 | CYREN | CYSLTR1 | CYSLTR2 | CYSTM1 | CYTH1 | CYTH2 | CYTH3 | CYTH4 | CYTIP | CYTL1 | CYTOR | D2HGDH | DAAM1 | DAAM2 | DAB1 | DAB2 | DACT1 | DACT3 | DAD1 | DAG1 | DAGLA | DAGLB | DALRD3 | DANCR | DANT2 | DAP | DAP3 | DAPK1 | DAPK1-IT1 | DAPK2 | DAPK3 | DAPP1 | DARS | DARS-AS1 | DARS2 | DAXX | DAZAP1 | DAZAP2 | DBF4 | DBF4B | DBH-AS1 | DBI | DBIL5P | DBN1 | DBNDD1 | DBNL | DBP | DBR1 | DBT | DCAF1 | DCAF10 | DCAF11 | DCAF12 | DCAF13 | DCAF13P3 | DCAF15 | DCAF16 | DCAF17 | DCAF4 | DCAF4L1 | DCAF5 | DCAF6 | DCAF7 | DCAF8 | DCAKD | DCBLD1 | DCBLD2 | DCDC1 | DCHS1 | DCK | DCLK2 | DCLRE1A | DCLRE1B | DCLRE1C | DCP1A | DCP1B | DCP2 | DCPS | DCST1-AS1 | DCSTAMP | DCTD | DCTN1 | DCTN2 | DCTN3 | DCTN4 | DCTN5 | DCTN6 | DCTPP1 | DCUN1D1 | DCUN1D2 | DCUN1D3 | DCUN1D4 | DCUN1D5 | DCXR | DDA1 | DDAH2 | DDB1 | DDB2 | DDHD1 | DDHD2 | DDI2 | DDIAS | DDIT3 | DDIT4 | DDIT4-AS1 | DDN-AS1 | DDO | DDOST | DDR1 | DDR2 | DDRGK1 | DDT | DDTL | DDX1 | DDX10 | DDX10P1 | DDX11 | DDX11L2 | DDX17 | DDX18 | DDX18P3 | DDX19A | DDX19B | DDX20 | DDX21 | DDX23 | DDX24 | DDX27 | DDX28 | DDX31 | DDX39A | DDX39B | DDX3X | DDX3Y | DDX41 | DDX42 | DDX43 | DDX46 | DDX47 | DDX49 | DDX5 | DDX50 | DDX50P1 | DDX51 | DDX52 | DDX54 | DDX55 | DDX56 | DDX58 | DDX59 | DDX6 | DDX60 | DDX60L | DEAF1 | DECR1 | DECR2 | DEDD | DEDD2 | DEF6 | DEF8 | DEFB1 | DEGS1 | DEGS2 | DEK | DELE1 | DENND1A | DENND1B | DENND1C | DENND2A | DENND2C | DENND2D | DENND3 | DENND4A | DENND4B | DENND4C | DENND5A | DENND5B | DENND6A | DENND6B | DENR | DEPDC1B | DEPDC4 | DEPDC5 | DEPDC7 | DEPTOR | DERA | DERL1 | DERL2 | DERL3 | DESI1 | DESI2 | DET1 | DEXI | DFFA | DFFB | DGAT1 | DGAT2 | DGCR11 | DGCR2 | DGCR6 | DGCR6L | DGCR8 | DGKA | DGKD | DGKE | DGKG | DGKH | DGKQ | DGKZ | DGLUCY | DGUOK | DGUOK-AS1 | DHCR24 | DHCR7 | DHDDS | DHDH | DHFR | DHFR2 | DHODH | DHPS | DHRS1 | DHRS11 | DHRS12 | DHRS13 | DHRS3 | DHRS4 | DHRS4-AS1 | DHRS4L2 | DHRS7 | DHRS7B | DHRS9 | DHRSX | DHRSX-IT1 | DHTKD1 | DHX15 | DHX16 | DHX29 | DHX30 | DHX32 | DHX33 | DHX34 | DHX35 | DHX36 | DHX37 | DHX38 | DHX40 | DHX57 | DHX58 | DHX8 | DHX9 | DIABLO-1 | DIAPH1 | DIAPH2 | DIAPH2-AS1 | DICER1 | DICER1-AS1 | DIDO1 | DIMT1 | DIP2A | DIP2A-IT1 | DIP2B | DIP2C | DIRAS1 | DIRC2 | DIRC3 | DIS3 | DIS3L | DIS3L2 | DISC1 | DISC1FP1 | DISP1 | DISP2 | DIXDC1 | DKC1 | DKFZP779M0652 | DKK2 | DKK3 | DLAT | DLC1 | DLD | DLEC1 | DLEU1 | DLEU2 | DLEU2L | DLEU7 | DLEU7-AS1 | DLG1 | DLG2 | DLG3 | DLG4 | DLG5 | DLGAP1-AS1 | DLGAP1-AS2 | DLGAP3 | DLGAP4 | DLGAP4-AS1 | DLK2 | DLL1 | DLL3 | DLST | DMAC1 | DMAC2 | DMAP1 | DMC1 | DMD | DMGDH | DMKN | DMPK | DMTF1 | DMTN | DMWD | DMXL1 | DMXL2 | DNA2 | DNAAF1 | DNAAF2 | DNAAF4 | DNAAF5 | DNAH1 | DNAH11 | DNAH14 | DNAH6 | DNAI2 | DNAJA1 | DNAJA2 | DNAJA3 | DNAJA4 | DNAJB1 | DNAJB11 | DNAJB12 | DNAJB14 | DNAJB2 | DNAJB4 | DNAJB5 | DNAJB6 | DNAJB7 | DNAJB9 | DNAJC1 | DNAJC10 | DNAJC11 | DNAJC12 | DNAJC13 | DNAJC14 | DNAJC15 | DNAJC16 | DNAJC17 | DNAJC18 | DNAJC19 | DNAJC19P5 | DNAJC2 | DNAJC21 | DNAJC24 | DNAJC25 | DNAJC25-GNG10 | DNAJC27 | DNAJC27-AS1 | DNAJC28 | DNAJC3 | DNAJC3-DT | DNAJC30 | DNAJC4 | DNAJC5 | DNAJC5B | DNAJC6 | DNAJC7 | DNAJC8 | DNAJC9 | DNAJC9-AS1 | DNAJC9-AS1-1 | DNAL1 | DNAL4 | DNASE1 | DNASE1L1 | DNASE1L2 | DNASE1L3 | DNASE2 | DND1 | DNHD1 | DNLZ | DNM1 | DNM1L | DNM1P46 | DNM1P47 | DNM2 | DNM3 | DNMBP | DNMT1 | DNMT3A | DNPEP | DNPH1 | DNTTIP1 | DNTTIP2 | DOC2A | DOC2GP | DOCK1 | DOCK10 | DOCK11 | DOCK2 | DOCK3 | DOCK4 | DOCK5 | DOCK6 | DOCK7 | DOCK8 | DOCK9 | DOCK9-DT | DOHH | DOK1 | DOK2 | DOK3 | DOK4 | DOK6 | DOK7 | DOLK | DOLPP1 | DONSON | DOP1A | DOP1B | DOT1L | DPAGT1 | DPCD | DPEP2 | DPF2 | DPF3 | DPH1 | DPH2 | DPH3 | DPH5 | DPH6 | DPH7 | DPM1 | DPM2 | DPM3 | DPP3 | DPP4 | DPP7 | DPP8 | DPP9 | DPPA4 | DPPA5P1 | DPRXP3 | DPRXP4 | DPY19L1 | DPY19L2P2 | DPY19L2P3 | DPY19L3 | DPY19L4 | DPY30 | DPYD | DPYD-IT1 | DPYSL2 | DPYSL4 | DR1 | DRAIC | DRAM1 | DRAM2 | DRAP1 | DRAXIN | DRC3 | DRG1 | DRG2 | DROSHA | DSC1 | DSC2 | DSCAML1 | DSCC1 | DSCR9 | DSE | DSEL | DSG2 | DSN1 | DSP | DST | DSTN | DSTNP2 | DSTYK | DTD1 | DTD2 | DTHD1 | DTL | DTNA | DTNB | DTNBP1 | DTWD1 | DTWD2 | DTX1 | DTX2 | DTX2P1-UPK3BP1-PMS2P11 | DTX3 | DTX3L | DTX4 | DTYMK | DUBR | DUOX1 | DUS1L | DUS2 | DUS3L | DUS4L | DUSP1 | DUSP10 | DUSP11 | DUSP12 | DUSP14 | DUSP15 | DUSP16 | DUSP18 | DUSP19 | DUSP2 | DUSP22 | DUSP23 | DUSP28 | DUSP3 | DUSP4 | DUSP5 | DUSP6 | DUSP7 | DUSP8 | DUT | DUTP6 | DUXAP10 | DVL1 | DVL2 | DVL3 | DXO | DYM | DYNC1H1 | DYNC1I2 | DYNC1I2P1 | DYNC1LI1 | DYNC1LI2 | DYNC2H1 | DYNC2LI1 | DYNLL1 | DYNLL2 | DYNLRB1 | DYNLRB2 | DYNLT1 | DYNLT3 | DYRK1A | DYRK1B | DYRK2 | DYRK3 | DYRK4 | DYSF | DZANK1 | DZIP1L | DZIP3 | E2F1 | E2F2 | E2F3 | E2F3-IT1 | E2F3P2 | E2F4 | E2F5 | E2F6 | E4F1 | EAF1 | EAF1-AS1 | EAF2 | EAPP | EARS2 | EBAG9 | EBAG9P1 | EBF1 | EBF4 | EBI3 | EBLN2 | EBLN3P | EBNA1BP2 | EBP | EBPL | ECD | ECE1 | ECH1 | ECHDC1 | ECHDC2 | ECHDC3 | ECHS1 | ECI1 | ECI2 | ECM1 | ECPAS | ECSIT | ECT2 | ECT2L | EDA | EDA2R | EDAR | EDARADD | EDC3 | EDC4 | EDDM13 | EDEM1 | EDEM2 | EDEM3 | EDF1 | EDN1 | EDN3 | EDRF1 | EEA1 | EED | EEF1A1 | EEF1A1P3 | EEF1A2 | EEF1AKMT1 | EEF1AKMT2 | EEF1AKMT3 | EEF1AKMT4 | EEF1B2 | EEF1B2P3 | EEF1B2P6 | EEF1D | EEF1DP2 | EEF1DP5 | EEF1DP7 | EEF1E1 | EEF1G | EEF1GP5 | EEF2 | EEF2K | EEF2KMT | EEFSEC | EEPD1 | EFCAB10 | EFCAB11 | EFCAB13 | EFCAB14 | EFCAB2 | EFCAB5 | EFCAB7 | EFEMP2 | EFHB | EFHC1 | EFHC2 | EFHD1 | EFHD2 | EFL1 | EFNA1 | EFNA3 | EFNA4 | EFNA5 | EFNB1 | EFR3A | EFTUD2 | EGFL7 | EGFL8 | EGLN1 | EGLN2 | EGLN3 | EGOT | EGR1 | EGR2 | EGR3 | EHBP1 | EHBP1L1 | EHD1 | EHD3 | EHD4 | EHF | EHHADH | EHMT1 | EHMT2 | EI24 | EID1 | EID2 | EID2B | EID3 | EIF1 | EIF1AD | EIF1AX | EIF1AXP1 | EIF1AY | EIF1B | EIF1B-AS1 | EIF2A | EIF2AK1 | EIF2AK2 | EIF2AK3 | EIF2AK4 | EIF2B1 | EIF2B2 | EIF2B3 | EIF2B4 | EIF2B5 | EIF2D | EIF2S1 | EIF2S2 | EIF2S2P3 | EIF2S2P4 | EIF2S3 | EIF2S3B | EIF3A | EIF3B | EIF3C | EIF3D | EIF3E | EIF3F | EIF3G | EIF3H | EIF3I | EIF3J | EIF3J-DT | EIF3K | EIF3L | EIF3M | EIF4A1 | EIF4A1P10 | EIF4A1P11 | EIF4A1P2 | EIF4A1P8 | EIF4A2 | EIF4A3 | EIF4B | EIF4BP3 | EIF4BP5 | EIF4E | EIF4E2 | EIF4E3 | EIF4EBP1 | EIF4EBP2 | EIF4EBP3 | EIF4ENIF1 | EIF4EP1 | EIF4G1 | EIF4G2 | EIF4G3 | EIF4H | EIF5 | EIF5A | EIF5A2 | EIF5AL1 | EIF5B | EIF6 | EIPR1 | ELAC1 | ELAC2 | ELAVL1 | ELAVL4 | ELF1 | ELF2 | ELF3 | ELF3-AS1 | ELF4 | ELK1 | ELK3 | ELK4 | ELL | ELL2 | ELL3 | ELMO1 | ELMO1-AS1 | ELMO2 | ELMO3 | ELMOD2 | ELMOD3 | ELMSAN1 | ELOA | ELOA-AS1 | ELOB | ELOC | ELOCP19 | ELOCP28 | ELOCP33 | ELOF1 | ELOVL1 | ELOVL3 | ELOVL4 | ELOVL5 | ELOVL6 | ELP1 | ELP2 | ELP3 | ELP4 | ELP5 | ELP6 | EMB | EMBP1 | EMC1 | EMC10 | EMC2 | EMC3 | EMC3-AS1 | EMC4 | EMC6 | EMC7 | EMC8 | EMC9 | EMD | EME1 | EME2 | EMG1 | EMILIN1 | EMILIN2 | EML2 | EML2-AS1 | EML3 | EML4 | EML5 | EML6 | EMP1 | EMP2 | EMP3 | EMSY | ENAH | ENC1 | ENDOD1 | ENDOG | ENDOV | ENG | ENGASE | ENHO | ENKD1 | ENO1 | ENO1-AS1 | ENO2 | ENO3 | ENOPH1 | ENOSF1 | ENOX2 | ENPP2 | ENPP4 | ENPP5 | ENSA | ENTPD1 | ENTPD1-AS1 | ENTPD3-AS1 | ENTPD4 | ENTPD5 | ENTPD6 | ENTPD7 | ENTR1 | ENY2 | EOGT | EOMES | EP300 | EP400 | EP400P1 | EPAS1 | EPB41 | EPB41L2 | EPB41L3 | EPB41L4A | EPB41L4A-AS1 | EPB41L5 | EPC1 | EPC2 | EPDR1 | EPG5 | EPHA1 | EPHA1-AS1 | EPHA4 | EPHB2 | EPHB3 | EPHB6 | EPHX1 | EPHX2 | EPHX4 | EPM2A | EPM2AIP1 | EPN1 | EPN2 | EPOP | EPOR | EPPK1 | EPRS | EPS15 | EPS15L1 | EPS8 | EPS8L1 | EPS8L2 | EPSTI1 | ERAL1 | ERAP1 | ERAP2 | ERBB2 | ERBB3 | ERBIN | ERC1 | ERCC1 | ERCC2 | ERCC3 | ERCC4 | ERCC5 | ERCC6 | ERCC6L | ERCC6L2 | ERCC8 | EREG | ERF | ERG28 | ERGIC1 | ERGIC2 | ERGIC3 | ERH | ERI1 | ERI2 | ERI3 | ERICH1 | ERICH3 | ERICH6-AS1 | ERLEC1 | ERLIN1 | ERLIN2 | ERMAP | ERMARD | ERMN | ERMP1 | ERN1 | ERO1A | ERO1B | ERP27 | ERP29 | ERP44 | ERRFI1 | ERV3-1 | ERVK13-1 | ERVK3-1 | ERVMER61-1 | ESAM | ESCO1 | ESCO2 | ESD | ESF1 | ESM1 | ESPL1 | ESPN | ESR1 | ESR2 | ESRRA | ESS2 | ESYT1 | ESYT2 | ETAA1 | ETF1 | ETF1P2 | ETFA | ETFB | ETFBKMT | ETFDH | ETFRF1 | ETHE1 | ETNK1 | ETNK2 | ETS1 | ETS2 | ETV2 | ETV3 | ETV5 | ETV6 | ETV7 | EVA1B | EVA1C | EVC | EVC2 | EVI2A | EVI2B | EVI5 | EVI5L | EVL | EWSR1 | EXD2 | EXD3 | EXO5 | EXOC1 | EXOC2 | EXOC3 | EXOC3-AS1 | EXOC3L1 | EXOC3L4 | EXOC4 | EXOC5 | EXOC6 | EXOC6B | EXOC7 | EXOC8 | EXOG | EXOSC1 | EXOSC10 | EXOSC2 | EXOSC3 | EXOSC4 | EXOSC5 | EXOSC6 | EXOSC7 | EXOSC8 | EXOSC9 | EXPH5 | EXT1 | EXT2 | EXTL2 | EXTL3 | EXTL3-AS1 | EYA3 | EYS | EZH1 | EZH2 | EZR | F11R | F12 | F13A1 | F2R | F2RL1 | F3 | F5 | F8 | F8A1 | F8A3 | FAAH | FAAH2 | FAAHP1 | FAAP100 | FAAP20 | FAAP24 | FABP3 | FABP5 | FABP5P15 | FABP5P3 | FADD | FADS1 | FADS2 | FADS3 | FAF1 | FAF2 | FAH | FAHD1 | FAHD2A | FAHD2B | FAHD2CP | FAIM | FAIM2 | FALEC | FAM102A | FAM102B | FAM104A | FAM104B | FAM106A | FAM107B | FAM110A | FAM110B | FAM110C | FAM111A | FAM111A-DT | FAM111B | FAM114A1 | FAM114A2 | FAM117A | FAM117B | FAM118A | FAM118B | FAM120A | FAM120AOS | FAM120B | FAM120C | FAM122A | FAM122B | FAM122C | FAM124A | FAM126A | FAM126B | FAM129A | FAM129B | FAM129C | FAM131A | FAM131B | FAM133B | FAM133DP | FAM135A | FAM136A | FAM13A | FAM13A-AS1 | FAM13B | FAM149B1 | FAM151B | FAM153A | FAM153B | FAM153C | FAM156A | FAM157A | FAM157C | FAM160A2 | FAM160B1 | FAM160B2 | FAM161A | FAM161B | FAM162A | FAM167A | FAM167B | FAM168A | FAM168B | FAM169A | FAM171A1 | FAM171A2 | FAM171B | FAM172A | FAM172BP | FAM173A | FAM173B | FAM174A | FAM174B | FAM177A1 | FAM177B | FAM178B | FAM184A | FAM184B | FAM185A | FAM185BP | FAM189B | FAM192A | FAM193A | FAM193B | FAM198B | FAM198B-AS1 | FAM199X | FAM19A1 | FAM19A2 | FAM200A | FAM200B | FAM201A | FAM204A | FAM204BP | FAM206A | FAM207A | FAM208A | FAM208B | FAM209A | FAM209B | FAM20A | FAM20B | FAM20C | FAM210A | FAM210B | FAM214A | FAM214B | FAM215B | FAM216A | FAM217B | FAM218A | FAM219A | FAM219B | FAM21EP | FAM21FP | FAM220A | FAM221A | FAM222A | FAM222B | FAM225A | FAM226B | FAM227A | FAM227B | FAM228B | FAM229A | FAM229B | FAM234A | FAM234B | FAM238A | FAM241A | FAM241B | FAM24B | FAM27C | FAM27E3 | FAM30A | FAM32A | FAM32BP | FAM3A | FAM3B | FAM3C | FAM3C2 | FAM41C | FAM43A | FAM45A | FAM49A | FAM49B | FAM50A | FAM50B | FAM53A | FAM53B | FAM53C | FAM57A | FAM66C | FAM69A | FAM69B | FAM71D | FAM71F2 | FAM72A | FAM72B | FAM72D | FAM76A | FAM76B | FAM78A | FAM81A | FAM83D | FAM83G | FAM83H | FAM84B | FAM85B | FAM86B3P | FAM86C1 | FAM86C2P | FAM86DP | FAM86EP | FAM86JP | FAM89A | FAM89B | FAM8A1 | FAM91A1 | FAM92A | FAM92A1P2 | FAM98A | FAM98B | FAM98C | FAN1 | FANCA | FANCB | FANCC | FANCD2 | FANCE | FANCF | FANCG | FANCI | FANCL | FANCM | FANK1 | FAR1 | FAR1-IT1 | FAR2 | FAR2P2 | FARP1 | FARP2 | FARS2 | FARSA | FARSB | FAS | FASLG | FASN | FASTK | FASTKD1 | FASTKD2 | FASTKD3 | FASTKD5 | FAU | FAUP1 | FAXC | FAXDC2 | FBF1 | FBH1 | FBL | FBLIM1 | FBLN5 | FBLN7 | FBN2 | FBP1 | FBRS | FBRSL1 | FBXL12 | FBXL13 | FBXL14 | FBXL15 | FBXL16 | FBXL17 | FBXL18 | FBXL19 | FBXL19-AS1 | FBXL2 | FBXL20 | FBXL22 | FBXL3 | FBXL4 | FBXL5 | FBXL6 | FBXL8 | FBXO10 | FBXO11 | FBXO15 | FBXO2 | FBXO21 | FBXO22 | FBXO25 | FBXO27 | FBXO28 | FBXO3 | FBXO30 | FBXO31 | FBXO32 | FBXO33 | FBXO34 | FBXO36 | FBXO38 | FBXO4 | FBXO40 | FBXO41 | FBXO42 | FBXO44 | FBXO45 | FBXO46 | FBXO48 | FBXO5 | FBXO6 | FBXO7 | FBXO8 | FBXO9 | FBXW11 | FBXW2 | FBXW4 | FBXW4P1 | FBXW5 | FBXW7 | FBXW8 | FBXW9 | FCAR | FCER1A | FCER1G | FCER2 | FCF1 | FCGBP | FCGR1A | FCGR1B | FCGR1CP | FCGR2A | FCGR2B | FCGR2C | FCGR3A | FCGRT | FCHO1 | FCHO2 | FCHSD1 | FCHSD2 | FCMR | FCN1 | FCRL1 | FCRL2 | FCRL3 | FCRL5 | FCRL6 | FCRLA | FCRLB | FDFT1 | FDPS | FDX1 | FDX2 | FDXACB1 | FDXR | FECH | FEM1A | FEM1B | FEM1C | FEN1 | FER | FERMT2 | FERMT3 | FES | FEZ1 | FEZ2 | FFAR2 | FFAR4 | FGD2 | FGD3 | FGD4 | FGD5-AS1 | FGD6 | FGF11 | FGF14-AS2 | FGF22 | FGF23 | FGF7P6 | FGF9 | FGFBP2 | FGFBP3 | FGFR1 | FGFR1OP | FGFR1OP2 | FGFRL1 | FGGY | FGL2 | FGR | FH | FHAD1 | FHIT | FHL1 | FHL2 | FHL3 | FHOD1 | FIBP | FICD | FIG4 | FIGNL1 | FILIP1 | FILIP1L | FILNC1 | FIP1L1 | FIRRE | FIS1 | FITM1 | FITM2 | FIZ1 | FJX1 | FKBP11 | FKBP14 | FKBP15 | FKBP1A | FKBP1B | FKBP2 | FKBP3 | FKBP4 | FKBP5 | FKBP7 | FKBP8 | FKBP9 | FKBPL | FKRP | FKTN | FLAD1 | FLCN | FLI1 | FLII | FLJ13224 | FLJ20021 | FLJ21408 | FLJ22447 | FLJ31104 | FLJ37035 | FLJ37453 | FLJ38576 | FLJ42102 | FLJ42351 | FLJ42393 | FLJ45513 | FLJ46284 | FLJ46906 | FLNA | FLNB | FLOT1 | FLOT2 | FLRT2 | FLT1 | FLT3 | FLT3LG | FLT4 | FLVCR1 | FLVCR1-DT | FLVCR2 | FLYWCH1 | FLYWCH2 | FMC1 | FMN1 | FMNL1 | FMNL2 | FMNL3 | FMO4 | FMO5 | FMR1 | FMR1-AS1 | FMR1-IT1 | FN1 | FN3K | FN3KRP | FNBP1 | FNBP1L | FNBP1P1 | FNBP4 | FNDC10 | FNDC3A | FNDC3B | FNDC5 | FNIP1 | FNIP2 | FNTA | FNTB | FO393401.1 | FO393411.1 | FO704657.1 | FOCAD | FOLR2 | FOLR3 | FOPNL | FOS | FOSB | FOSL1 | FOSL2 | FOXC1 | FOXD1 | FOXD2 | FOXD2-AS1 | FOXJ2 | FOXJ3 | FOXK1 | FOXK2 | FOXM1 | FOXN2 | FOXN3 | FOXN3-AS1 | FOXN3-AS2 | FOXO1 | FOXO3 | FOXO4 | FOXP1 | FOXP1-IT1 | FOXP3 | FOXP4 | FOXRED1 | FOXRED2 | FP236383.2 | FP236383.3 | FP325332.1 | FP565260.1 | FP565260.3 | FP565260.6 | FPGS | FPGT | FPGT-TNNI3K | FPR1 | FPR2 | FPR3 | FRA10AC1 | FRAT1 | FRAT2 | FREM3 | FRG1 | FRG1-DT | FRG1BP | FRG1CP | FRG1DP | FRG1EP | FRG1FP | FRG1HP | FRG1JP | FRMD3 | FRMD4A | FRMD4B | FRMD6 | FRMD6-AS1 | FRMD8 | FRMPD1 | FRMPD3 | FRRS1 | FRS2 | FRS3 | FRY | FRY-AS1 | FRYL | FSBP | FSCN1 | FSD1 | FSD1L | FSD2 | FSIP1 | FSIP2 | FST | FSTL3 | FTCDNL1 | FTH1 | FTH1P1 | FTH1P10 | FTH1P16 | FTH1P22 | FTH1P23 | FTH1P3 | FTH1P8 | FTL | FTLP3 | FTO | FTSJ1 | FTSJ3 | FTX | FUBP1 | FUBP3 | FUCA1 | FUCA2 | FUK | FUNDC1 | FUNDC2 | FUOM | FURIN | FUS | FUT10 | FUT11 | FUT2 | FUT4 | FUT7 | FUT8 | FUT8-AS1 | FUZ | FXN | FXR1 | FXR2 | FXYD1 | FXYD2 | FXYD5 | FXYD6 | FXYD7 | FYB1 | FYCO1 | FYN | FYTTD1 | FZD1 | FZD2 | FZD3 | FZD5 | FZD6 | FZD7 | FZR1 | G0S2 | G2E3 | G3BP1 | G3BP2 | G6PC3 | G6PD | GAA | GAB1 | GAB2 | GAB3 | GABARAP | GABARAPL1 | GABARAPL2 | GABBR1 | GABPA | GABPB1 | GABPB1-AS1 | GABPB1-IT1 | GABPB2 | GABRD | GADD45A | GADD45B | GADD45G | GADD45GIP1 | GAK | GAL3ST4 | GALC | GALE | GALK1 | GALK2 | GALM | GALNS | GALNT1 | GALNT10 | GALNT11 | GALNT12 | GALNT2 | GALNT3 | GALNT6 | GALNT7 | GALT | GAMT | GAN | GANAB | GANC | GAPDH | GAPT | GAPVD1 | GAR1 | GAREM2 | GARS | GARS-DT | GART | GAS1 | GAS2 | GAS2L1 | GAS2L3 | GAS5 | GAS5-AS1 | GAS6 | GAS6-AS1 | GAS7 | GAS8 | GASAL1 | GATA3 | GATA3-AS1 | GATA6 | GATAD1 | GATAD2A | GATAD2B | GATB | GATC | GATD1 | GATD3A | GATD3B | GATM | GBA | GBA2 | GBAP1 | GBE1 | GBF1 | GBGT1 | GBP1 | GBP1P1 | GBP2 | GBP3 | GBP4 | GBP5 | GBP7 | GCA | GCAT | GCC1 | GCC2 | GCDH | GCFC2 | GCH1 | GCHFR | GCLC | GCLM | GCN1 | GCNA | GCNT1 | GCNT2 | GCNT4 | GCSAM | GCSH | GCSHP5 | GDAP1 | GDAP2 | GDE1 | GDF10 | GDF11 | GDF15 | GDF7 | GDI1 | GDI2 | GDPD1 | GDPD3 | GDPD5 | GDPGP1 | GEM | GEMIN2 | GEMIN4 | GEMIN5 | GEMIN6 | GEMIN7 | GEMIN8 | GEN1 | GET4 | GFER | GFI1 | GFM1 | GFM2 | GFOD1 | GFOD2 | GFPT1 | GFRA2 | GGA1 | GGA2 | GGA3 | GGACT | GGCT | GGCX | GGH | GGNBP2 | GGPS1 | GGT1 | GGT5 | GGT7 | GGTA1P | GHDC | GHET1 | GHITM | GHRL | GHRLOS | GID4 | GID8 | GIGYF1 | GIGYF2 | GIMAP1 | GIMAP2 | GIMAP3P | GIMAP4 | GIMAP5 | GIMAP6 | GIMAP7 | GIMAP8 | GIN1 | GINM1 | GINS1 | GINS2 | GINS3 | GINS4 | GIPC1 | GIPC3 | GIPR | GIT1 | GIT2 | GJB2 | GJB6 | GJB7 | GJC1 | GK | GK-AS1 | GK-IT1 | GK5 | GKAP1 | GLA | GLB1 | GLB1L | GLB1L2 | GLB1L3 | GLCCI1 | GLCE | GLE1 | GLG1 | GLI4 | GLIDR | GLIPR1 | GLIPR1L2 | GLIPR2 | GLIS3 | GLMN | GLMP | GLO1 | GLOD4 | GLRX | GLRX2 | GLRX3 | GLRX5 | GLS | GLS2 | GLT1D1 | GLT8D1 | GLT8D2 | GLTP | GLUD1 | GLUD1P3 | GLUL | GLYCTK | GLYR1 | GM2A | GMCL1 | GMDS | GMDS-DT | GMEB1 | GMEB2 | GMFB | GMFG | GMIP | GMNN | GMPPA | GMPPB | GMPR | GMPR2 | GMPS | GNA11 | GNA12 | GNA13 | GNA15 | GNAI1 | GNAI2 | GNAI3 | GNAL | GNAO1 | GNAQ | GNAS | GNAS-AS1 | GNAZ | GNB1 | GNB1L | GNB2 | GNB4 | GNB5 | GNE | GNG10 | GNG11 | GNG2 | GNG5 | GNG7 | GNG8 | GNGT2 | GNL1 | GNL2 | GNL3 | GNL3L | GNLY | GNMT | GNPAT | GNPDA1 | GNPDA2 | GNPNAT1 | GNPTAB | GNPTG | GNRH1 | GNRHR2 | GNS | GOLGA1 | GOLGA2 | GOLGA2P10 | GOLGA2P5 | GOLGA2P7 | GOLGA3 | GOLGA4 | GOLGA5 | GOLGA5P1 | GOLGA6L10 | GOLGA6L4 | GOLGA6L9 | GOLGA7 | GOLGA7B | GOLGA8A | GOLGA8B | GOLGA8IP | GOLGA8M | GOLGA8M-1 | GOLGA8N | GOLGA8Q | GOLGA8R | GOLGB1 | GOLIM4 | GOLM1 | GOLPH3 | GOLPH3L | GOLT1B | GON4L | GON7 | GOPC | GORAB | GORASP1 | GORASP2 | GOSR1 | GOSR2 | GOT1 | GOT2 | GP1BA | GP5 | GP6 | GPA33 | GPAA1 | GPALPP1 | GPAM | GPANK1 | GPAT2 | GPAT3 | GPAT4 | GPATCH1 | GPATCH11 | GPATCH2 | GPATCH2L | GPATCH3 | GPATCH4 | GPATCH8 | GPBAR1 | GPBP1 | GPBP1L1 | GPC1 | GPC2 | GPC4 | GPCPD1 | GPD1L | GPD2 | GPER1 | GPHN | GPI | GPKOW | GPLD1 | GPM6A | GPM6B | GPN1 | GPN2 | GPN3 | GPNMB | GPR107 | GPR108 | GPR132 | GPR135 | GPR137 | GPR137B | GPR137C | GPR141 | GPR141BP | GPR146 | GPR15 | GPR150 | GPR153 | GPR155 | GPR157 | GPR160 | GPR161 | GPR162 | GPR171 | GPR174 | GPR18 | GPR180 | GPR183 | GPR19 | GPR22 | GPR27 | GPR34 | GPR35 | GPR55 | GPR63 | GPR65 | GPR68 | GPR75 | GPR82 | GPR84 | GPR85 | GPR89A | GPR89B | GPRASP1 | GPRASP2 | GPRC5D-AS1 | GPRIN1 | GPRIN3 | GPS1 | GPS2 | GPSM1 | GPSM2 | GPSM3 | GPT | GPT2 | GPX1 | GPX3 | GPX4 | GPX7 | GRAMD1A | GRAMD1B | GRAMD1C | GRAMD2B | GRAMD4 | GRAP | GRAP2 | GRAPL | GRASP | GRB10 | GRB2 | GREB1L | GREM1 | GREM2 | GRHL1 | GRHPR | GRIK1 | GRIN2C | GRIN2D | GRIN3A | GRINA | GRIP1 | GRIP2 | GRIPAP1 | GRK2 | GRK3 | GRK4 | GRK5 | GRK5-IT1 | GRK6 | GRM3 | GRN | GRPEL1 | GRPEL2 | GRSF1 | GRTP1 | GRWD1 | GS1-124K5.4 | GSAP | GSC | GSDMA | GSDMB | GSDMD | GSDME | GSE1 | GSEC | GSG1 | GSK3A | GSK3B | GSKIP | GSN | GSN-AS1 | GSPT1 | GSPT2 | GSR | GSS | GSTA4 | GSTCD | GSTK1 | GSTM1 | GSTM2 | GSTM3 | GSTM4 | GSTO1 | GSTO2 | GSTP1 | GSTZ1 | GTDC1 | GTF2A1 | GTF2A2 | GTF2B | GTF2E1 | GTF2E2 | GTF2F1 | GTF2F2 | GTF2H1 | GTF2H2 | GTF2H2B | GTF2H2C | GTF2H3 | GTF2H4 | GTF2H5 | GTF2I | GTF2IP1 | GTF2IP12 | GTF2IP13 | GTF2IP20 | GTF2IP4 | GTF2IRD1 | GTF2IRD1P1 | GTF2IRD2 | GTF2IRD2B | GTF2IRD2P1 | GTF3A | GTF3C1 | GTF3C2 | GTF3C2-AS1 | GTF3C3 | GTF3C4 | GTF3C5 | GTF3C6 | GTPBP1 | GTPBP10 | GTPBP2 | GTPBP3 | GTPBP4 | GTPBP6 | GTPBP8 | GTSCR1 | GTSE1 | GTSE1-DT | GTSF1 | GUCD1 | GUCY1A1 | GUCY1B1 | GUCY2C | GUF1 | GUK1 | GUSB | GUSBP1 | GUSBP2 | GUSBP3 | GUSBP5 | GVINP1 | GVQW3 | GXYLT1 | GYG1 | GYPC | GYPE | GYS1 | GZF1 | GZMA | GZMB | GZMH | GZMK | GZMM | H1F0 | H1FX | H1FX-AS1 | H2AFJ | H2AFV | H2AFX | H2AFY | H2AFY2 | H2AFZ | H2AFZP1 | H3F3A | H3F3AP2 | H3F3AP4 | H3F3B | H3F3BP1 | H6PD | HAAO | HABP4 | HACD1 | HACD2 | HACD3 | HACD4 | HACE1 | HACL1 | HADH | HADHA | HADHB | HAGH | HAGHL | HAL | HAMP | HAP1 | HAPLN3 | HAR1A | HAR1B | HARBI1 | HARS | HARS2 | HASPIN | HAT1 | HAUS1 | HAUS2 | HAUS3 | HAUS4 | HAUS5 | HAUS6 | HAUS7 | HAUS8 | HAVCR1 | HAVCR2 | HAX1 | HBA2 | HBB | HBEGF | HBP1 | HBS1L | HCAR2 | HCAR3 | HCCS | HCFC1 | HCFC1-AS1 | HCFC1R1 | HCFC2 | HCG11 | HCG18 | HCG23 | HCG25 | HCG27 | HCG4B | HCK | HCLS1 | HCN2 | HCN3 | HCP5 | HCRT | HCST | HDAC1 | HDAC10 | HDAC11 | HDAC2 | HDAC2-AS2 | HDAC3 | HDAC4 | HDAC5 | HDAC6 | HDAC7 | HDAC8 | HDAC9 | HDDC2 | HDDC3 | HDGF | HDGFL2 | HDGFL3 | HDHD2 | HDHD3 | HDHD5 | HDHD5-AS1 | HDLBP | HDX | HEATR1 | HEATR3 | HEATR4 | HEATR5A | HEATR5B | HEATR6 | HEATR9 | HEBP1 | HEBP2 | HECA | HECTD1 | HECTD2 | HECTD3 | HECTD4 | HECW2 | HEG1 | HEIH | HELB | HELLPAR | HELLS | HELQ | HELZ | HELZ2 | HEMGN | HEMK1 | HENMT1 | HERC1 | HERC2 | HERC2P10 | HERC2P2 | HERC2P3 | HERC2P9 | HERC3 | HERC4 | HERC5 | HERC6 | HERPUD1 | HERPUD2 | HES1 | HES2 | HES4 | HES6 | HES7 | HESX1 | HEXA | HEXA-AS1 | HEXB | HEXDC | HEXDC-IT1 | HEXIM1 | HEXIM2 | HEY2 | HFE | HGF | HGH1 | HGS | HGSNAT | HHAT | HHEX | HHLA3 | HIBADH | HIBCH | HIC1 | HIC2 | HID1 | HIF1A | HIF1A-AS2 | HIF1AN | HIGD1A | HIGD1AP1 | HIGD1AP17 | HIGD2A | HIKESHI | HILPDA | HINFP | HINT1 | HINT2 | HINT3 | HIP1 | HIP1R | HIPK1 | HIPK1-AS1 | HIPK2 | HIPK3 | HIRA | HIRIP3 | HIST1H1A | HIST1H1B | HIST1H1C | HIST1H1D | HIST1H1E | HIST1H2AB | HIST1H2AC | HIST1H2AE | HIST1H2AG | HIST1H2AH | HIST1H2AI | HIST1H2AJ | HIST1H2AK | HIST1H2AL | HIST1H2AM | HIST1H2APS5 | HIST1H2BB | HIST1H2BC | HIST1H2BD | HIST1H2BE | HIST1H2BF | HIST1H2BG | HIST1H2BH | HIST1H2BI | HIST1H2BJ | HIST1H2BK | HIST1H2BL | HIST1H2BN | HIST1H3A | HIST1H3E | HIST1H3F | HIST1H3H | HIST1H3I | HIST1H3PS1 | HIST1H4A | HIST1H4B | HIST1H4C | HIST1H4D | HIST1H4E | HIST1H4F | HIST1H4H | HIST1H4I | HIST1H4J | HIST2H2AA4 | HIST2H2AB | HIST2H2AC | HIST2H2BC | HIST2H2BD | HIST2H2BE | HIST2H2BF | HIST2H3D | HIST2H4A | HIST2H4B | HIST3H2A | HIST3H2BB | HIST4H4 | HIVEP1 | HIVEP2 | HIVEP3 | HK1 | HK2 | HK3 | HKDC1 | HKR1 | HLA-A | HLA-B | HLA-C | HLA-DMA | HLA-DMB | HLA-DOA | HLA-DOB | HLA-DPA1 | HLA-DPB1 | HLA-DPB2 | HLA-DQA1 | HLA-DQA2 | HLA-DQB1 | HLA-DQB2 | HLA-DRA | HLA-DRB1 | HLA-DRB5 | HLA-DRB6 | HLA-E | HLA-F | HLA-F-AS1 | HLA-G | HLA-H | HLA-J | HLA-K | HLA-L | HLCS | HLF | HLTF | HLX | HM13 | HM13-IT1 | HMBOX1 | HMBS | HMCES | HMG20A | HMG20B | HMGA1 | HMGA1P4 | HMGB1 | HMGB1P19 | HMGB1P20 | HMGB1P21 | HMGB1P23 | HMGB1P24 | HMGB1P3 | HMGB1P31 | HMGB1P44 | HMGB1P5 | HMGB1P51 | HMGB1P7 | HMGB1P8 | HMGB2 | HMGB2P1 | HMGB3 | HMGB3P22 | HMGB3P4 | HMGCL | HMGCR | HMGCS1 | HMGN1 | HMGN1P15 | HMGN1P8 | HMGN2 | HMGN2P46 | HMGN2P5 | HMGN3 | HMGN3-AS1 | HMGN4 | HMGN5 | HMGXB3 | HMGXB4 | HMMR | HMOX1 | HMOX2 | HMSD | HNF1A-AS1 | HNMT | HNRNPA0 | HNRNPA1 | HNRNPA1L2 | HNRNPA1P34 | HNRNPA1P40 | HNRNPA1P48 | HNRNPA1P76 | HNRNPA2B1 | HNRNPA3 | HNRNPA3P15 | HNRNPA3P2 | HNRNPA3P6 | HNRNPAB | HNRNPC | HNRNPCP1 | HNRNPD | HNRNPDL | HNRNPF | HNRNPH1 | HNRNPH2 | HNRNPH3 | HNRNPK | HNRNPL | HNRNPLL | HNRNPM | HNRNPMP1 | HNRNPR | HNRNPRP1 | HNRNPU | HNRNPUL1 | HNRNPUL2 | HOMER1 | HOMER2 | HOMER3 | HOMEZ | HOOK1 | HOOK2 | HOOK3 | HOPX | HORMAD1 | HOTAIRM1 | HOXA1 | HOXA10 | HOXB-AS1 | HOXB2 | HOXB3 | HOXB4 | HOXB7 | HOXC4 | HP1BP3 | HPCAL1 | HPCAL4 | HPF1 | HPGD | HPRT1 | HPS1 | HPS3 | HPS4 | HPS5 | HPS6 | HPSE | HR | HRAS | HRASLS2 | HRH1 | HRH2 | HRH4 | HRK | HS1BP3 | HS2ST1 | HS3ST1 | HS3ST2 | HS3ST3B1 | HS6ST1 | HSBP1 | HSBP1L1 | HSCB | HSD11B1 | HSD11B1L | HSD17B1 | HSD17B10 | HSD17B11 | HSD17B12 | HSD17B13 | HSD17B14 | HSD17B2 | HSD17B4 | HSD17B6 | HSD17B7 | HSD17B7P2 | HSD17B8 | HSD3B7 | HSDL1 | HSDL2 | HSF1 | HSF2 | HSF2BP | HSF4 | HSF5 | HSH2D | HSP90AA1 | HSP90AA2P | HSP90AB1 | HSP90AB3P | HSP90AB4P | HSP90B1 | HSP90B2P | HSPA12A | HSPA13 | HSPA14 | HSPA14-1 | HSPA1A | HSPA1B | HSPA1L | HSPA2 | HSPA4 | HSPA4L | HSPA5 | HSPA6 | HSPA7 | HSPA8 | HSPA9 | HSPB1 | HSPB11 | HSPBAP1 | HSPBP1 | HSPD1 | HSPE1 | HSPE1P18 | HSPE1P3 | HSPG2 | HSPH1 | HTATIP2 | HTATSF1 | HTATSF1P2 | HTR2B | HTR3A | HTR7 | HTR7P1 | HTRA1 | HTRA2 | HTRA4 | HTT | HUS1 | HUS1B | HUWE1 | HVCN1 | HYAL2 | HYAL3 | HYI | HYKK | HYLS1 | HYMAI | HYOU1 | HYPK | IAH1 | IARS | IARS2 | IBA57 | IBTK | ICA1 | ICA1L | ICAM1 | ICAM2 | ICAM3 | ICAM4 | ICAM5 | ICE1 | ICE2 | ICK | ICMT | ICOS | ICOSLG | ID1 | ID2 | ID3 | IDE | IDH1 | IDH1-AS1 | IDH2 | IDH3A | IDH3B | IDH3G | IDI1 | IDNK | IDO1 | IDO2 | IDS | IDUA | IER2 | IER3 | IER3-AS1 | IER3IP1 | IER5 | IER5L | IFFO1 | IFFO2 | IFI16 | IFI27 | IFI27L1 | IFI27L2 | IFI30 | IFI35 | IFI44 | IFI44L | IFI6 | IFIH1 | IFIT1 | IFIT2 | IFIT3 | IFIT5 | IFITM1 | IFITM10 | IFITM2 | IFITM3 | IFITM4P | IFNAR1 | IFNAR2 | IFNG | IFNG-AS1 | IFNGR1 | IFNGR2 | IFNL1 | IFNLR1 | IFRD1 | IFRD2 | IFT122 | IFT140 | IFT172 | IFT20 | IFT22 | IFT27 | IFT43 | IFT46 | IFT52 | IFT57 | IFT74 | IFT80 | IFT81 | IFT88 | IGBP1 | IGF1 | IGF1R | IGF2BP2 | IGF2BP3 | IGF2R | IGFBP2 | IGFBP3 | IGFBP4 | IGFBP6 | IGFBP7 | IGFLR1 | IGHA1 | IGHA2 | IGHD | IGHE | IGHEP2 | IGHG1 | IGHG2 | IGHG3 | IGHG4 | IGHGP | IGHM | IGHMBP2 | IGHV1-18 | IGHV1-2 | IGHV1-24 | IGHV1-3 | IGHV1-69D | IGHV3-15 | IGHV3-21 | IGHV3-23 | IGHV3-30 | IGHV3-33 | IGHV3-48 | IGHV3-49 | IGHV3-7 | IGHV4-34 | IGHV4-39 | IGHV5-51 | IGIP | IGKC | IGKV1-5 | IGKV3-11 | IGKV3-15 | IGKV3-20 | IGKV4-1 | IGLC2 | IGLC3 | IGLC5 | IGLC6 | IGLC7 | IGLL5 | IGLV1-47 | IGLV2-11 | IGLV2-14 | IGLV3-1 | IGLV3-9 | IGSF10 | IGSF22 | IGSF6 | IGSF8 | IGSF9B | IK | IKBIP | IKBKB | IKBKE | IKBKG | IKZF1 | IKZF2 | IKZF3 | IKZF4 | IKZF5 | IL10 | IL10RA | IL10RB | IL10RB-DT | IL11RA | IL12A | IL12RB1 | IL12RB2 | IL13RA1 | IL15 | IL15RA | IL16 | IL17C | IL17RA | IL17RC | IL17RE | IL18 | IL18BP | IL18R1 | IL18RAP | IL1A | IL1B | IL1R1 | IL1R2 | IL1RAP | IL1RN | IL2 | IL20RB | IL21R | IL21R-AS1 | IL23A | IL23R | IL24 | IL27 | IL27RA | IL2RA | IL2RB | IL2RG | IL31RA | IL32 | IL3RA | IL4I1 | IL4R | IL6 | IL6R | IL6R-AS1 | IL6ST | IL7 | IL7R | IL9R | ILF2 | ILF3 | ILF3-DT | ILK | ILKAP | ILVBL | IMMP1L | IMMP1LP3 | IMMP2L | IMMT | IMP3 | IMP4 | IMPA1 | IMPA2 | IMPACT | IMPAD1 | IMPDH1 | IMPDH2 | IMPG2 | INAFM1 | INAFM2 | INAVA | INCA1 | INCENP | INE1 | INE2 | INF2 | ING1 | ING2 | ING3 | ING4 | ING5 | INGX | INHBA | INIP | INKA1 | INO80 | INO80B | INO80C | INO80D | INO80E | INPP1 | INPP4A | INPP4B | INPP5A | INPP5B | INPP5D | INPP5E | INPP5F | INPP5K | INPPL1 | INSIG1 | INSIG2 | INSL3 | INSL6 | INSR | INTS1 | INTS10 | INTS11 | INTS12 | INTS13 | INTS14 | INTS2 | INTS3 | INTS4 | INTS5 | INTS6 | INTS6-AS1 | INTS6L | INTS7 | INTS8 | INTS9 | INTS9-AS1 | INTU | INVS | IP6K1 | IP6K2 | IPCEF1 | IPMK | IPO11 | IPO13 | IPO4 | IPO5 | IPO5P1 | IPO5P1-1 | IPO7 | IPO8 | IPO9 | IPO9-AS1 | IPP | IPPK | IQCA1 | IQCB1 | IQCC | IQCD | IQCE | IQCG | IQCH | IQCH-AS1 | IQCK | IQCN | IQGAP1 | IQGAP2 | IQSEC1 | IQSEC2 | IRAK1 | IRAK1BP1 | IRAK2 | IRAK3 | IRAK4 | IREB2 | IRF1 | IRF2 | IRF2BP1 | IRF2BP2 | IRF2BPL | IRF3 | IRF4 | IRF5 | IRF6 | IRF7 | IRF8 | IRF9 | IRGM | IRGQ | IRS1 | IRS2 | IRS3P | ISCA1 | ISCA2 | ISCU | ISG15 | ISG20 | ISG20L2 | ISL2 | ISM1 | ISOC1 | ISOC2 | ISPD | IST1 | ISY1 | ISYNA1 | ITCH | ITCH-AS1 | ITFG1 | ITFG2 | ITFG2-AS1-1 | ITGA1 | ITGA10 | ITGA11 | ITGA2 | ITGA3 | ITGA4 | ITGA5 | ITGA6 | ITGA6-AS1 | ITGA7 | ITGA9-AS1 | ITGAE | ITGAL | ITGAM | ITGAV | ITGAX | ITGB1 | ITGB1BP1 | ITGB1BP2 | ITGB2 | ITGB2-AS1 | ITGB3BP | ITGB5 | ITGB7 | ITGB8 | ITIH4 | ITIH5 | ITK | ITLN1 | ITM2A | ITM2B | ITM2C | ITPA | ITPK1 | ITPK1-AS1 | ITPKA | ITPKB | ITPKB-AS1 | ITPKB-IT1 | ITPKC | ITPR1 | ITPR1-DT | ITPR2 | ITPR3 | ITPRID2 | ITPRIP | ITPRIPL1 | ITPRIPL2 | ITSN1 | ITSN2 | IVD | IVNS1ABP | IWS1 | IZUMO2 | IZUMO4 | JADE1 | JADE2 | JADE3 | JAG1 | JAGN1 | JAK1 | JAK2 | JAK3 | JAKMIP1 | JAKMIP2 | JAM2 | JAM3 | JAML | JARID2 | JARID2-AS1 | JAZF1 | JCHAIN | JDP2 | JHY | JKAMP | JMJD1C | JMJD1C-AS1 | JMJD4 | JMJD6 | JMJD8 | JMY | JOSD1 | JOSD2 | JPH4 | JPT1 | JPT2 | JPX | JRK | JRKL | JSRP1 | JTB | JUN | JUNB | JUND | JUP | KALRN | KANK1 | KANK2 | KANK3 | KANSL1 | KANSL1-AS1 | KANSL1L | KANSL2 | KANSL3 | KANTR | KARS | KAT14 | KAT2A | KAT2B | KAT5 | KAT6A | KAT6B | KAT7 | KAT8 | KATNA1 | KATNAL1 | KATNAL2 | KATNB1 | KATNBL1 | KAZALD1 | KBTBD11 | KBTBD2 | KBTBD3 | KBTBD4 | KBTBD6 | KBTBD7 | KBTBD8 | KCMF1 | KCNA3 | KCNA7 | KCNAB1 | KCNAB2 | KCNAB3 | KCNB1 | KCNC1 | KCNC3 | KCNC4 | KCND1 | KCND3 | KCNE1 | KCNE3 | KCNG1 | KCNH2 | KCNH3 | KCNH8 | KCNIP2 | KCNJ10 | KCNJ11 | KCNJ14 | KCNJ15 | KCNJ2 | KCNJ2-AS1 | KCNJ3 | KCNJ5 | KCNK12 | KCNK13 | KCNK6 | KCNMA1 | KCNMB1 | KCNMB3 | KCNMB4 | KCNN1 | KCNN3 | KCNN4 | KCNQ1 | KCNQ1OT1 | KCNQ2 | KCNQ5 | KCNQ5-IT1 | KCNRG | KCP | KCTD1 | KCTD10 | KCTD11 | KCTD12 | KCTD13 | KCTD15 | KCTD17 | KCTD18 | KCTD2 | KCTD20 | KCTD21 | KCTD21-AS1 | KCTD3 | KCTD5 | KCTD6 | KCTD7 | KCTD9 | KCTD9P1 | KDELC1 | KDELC2 | KDELR1 | KDELR2 | KDELR3 | KDF1 | KDM1A | KDM1B | KDM2A | KDM2B | KDM3A | KDM3B | KDM4A | KDM4A-AS1 | KDM4B | KDM4C | KDM4D | KDM5A | KDM5B | KDM5C | KDM5C-IT1 | KDM5D | KDM6A | KDM6B | KDM7A | KDM7A-DT | KDM8 | KDSR | KEAP1 | KEL | KHDC1 | KHDC4 | KHDRBS1 | KHDRBS2 | KHDRBS3 | KHK | KHNYN | KHSRP | KIAA0040 | KIAA0100 | KIAA0232 | KIAA0319L | KIAA0355 | KIAA0391 | KIAA0513 | KIAA0556 | KIAA0586 | KIAA0753 | KIAA0825 | KIAA0895 | KIAA0895L | KIAA0930 | KIAA1109 | KIAA1143 | KIAA1147 | KIAA1191 | KIAA1211L | KIAA1324 | KIAA1324L | KIAA1328 | KIAA1522 | KIAA1551 | KIAA1586 | KIAA1614 | KIAA1614-AS1 | KIAA1671 | KIAA1841 | KIAA1958 | KIAA2012 | KIAA2013 | KIAA2026 | KIDINS220 | KIF11 | KIF13A | KIF13B | KIF14 | KIF15 | KIF16B | KIF18A | KIF19 | KIF1B | KIF1BP | KIF1C | KIF20B | KIF21A | KIF21B | KIF22 | KIF23 | KIF24 | KIF27 | KIF2A | KIF2C | KIF3A | KIF3B | KIF3C | KIF5A | KIF5B | KIF5C | KIF9 | KIF9-AS1 | KIFAP3 | KIFC1 | KIFC2 | KIFC3 | KIN | KIR2DL1 | KIR2DL3 | KIR2DL4 | KIR2DS4 | KIR3DL1 | KIR3DL2 | KIR3DX1 | KISS1R | KIT | KITLG | KIZ | KIZ-AS1 | KLB | KLC1 | KLC2 | KLC4 | KLF1 | KLF10 | KLF11 | KLF12 | KLF13 | KLF15 | KLF16 | KLF2 | KLF3 | KLF3-AS1 | KLF3P1 | KLF4 | KLF5 | KLF6 | KLF7 | KLF7-IT1 | KLF8 | KLF9 | KLHDC1 | KLHDC10 | KLHDC2 | KLHDC3 | KLHDC4 | KLHDC7B | KLHDC8B | KLHDC9 | KLHL10 | KLHL11 | KLHL12 | KLHL14 | KLHL15 | KLHL17 | KLHL18 | KLHL2 | KLHL20 | KLHL21 | KLHL22 | KLHL23 | KLHL24 | KLHL25 | KLHL26 | KLHL28 | KLHL29 | KLHL3 | KLHL32 | KLHL34 | KLHL35 | KLHL36 | KLHL42 | KLHL5 | KLHL6 | KLHL7 | KLHL8 | KLHL9 | KLK1 | KLKB1 | KLLN | KLRA1P | KLRB1 | KLRC1 | KLRC2 | KLRC3 | KLRC4 | KLRC4-KLRK1 | KLRD1 | KLRF1 | KLRG1 | KLRK1 | KMO | KMT2A | KMT2B | KMT2C | KMT2D | KMT2E | KMT2E-AS1 | KMT5A | KMT5B | KMT5C | KNL1 | KNOP1 | KNSTRN | KNTC1 | KPNA1 | KPNA2 | KPNA3 | KPNA4 | KPNA5 | KPNA6 | KPNB1 | KPTN | KRAS | KRBA1 | KRBA2 | KRBOX1 | KRBOX4 | KRCC1 | KREMEN1 | KRI1 | KRIT1 | KRR1 | KRT1 | KRT10 | KRT18 | KRT18P15 | KRT18P5 | KRT18P52 | KRT18P57 | KRT18P61 | KRT2 | KRT7 | KRT72 | KRT73 | KRT73-AS1 | KRT8 | KRT86 | KRT8P12 | KRT8P39 | KRTCAP2 | KRTCAP3 | KSR1 | KTI12 | KTN1 | KTN1-AS1 | KXD1 | KYAT1 | KYAT3 | KYNU | L1CAM | L1TD1 | L2HGDH | L3HYPDH | L3MBTL1 | L3MBTL2 | L3MBTL3 | L3MBTL4 | L3MBTL4-AS1 | LACC1 | LACTB | LACTB2 | LACTB2-AS1 | LAD1 | LAG3 | LAGE3 | LAGE3P1 | LAIR1 | LAIR2 | LAMA2 | LAMA5 | LAMB1 | LAMB2 | LAMB3 | LAMC1 | LAMP1 | LAMP2 | LAMP3 | LAMP5 | LAMTOR1 | LAMTOR2 | LAMTOR3 | LAMTOR4 | LAMTOR5 | LAMTOR5-AS1 | LANCL1 | LANCL2 | LANCL3 | LAP3 | LAPTM4A | LAPTM4B | LAPTM5 | LARGE1 | LARGE2 | LARP1 | LARP1B | LARP4 | LARP4B | LARP4P | LARP7 | LARS | LARS2 | LAS1L | LASP1 | LAT | LAT2 | LATS1 | LATS2 | LATS2-AS1 | LAX1 | LAYN | LBH | LBHD1 | LBR | LBX2 | LBX2-AS1 | LCA5 | LCA5L | LCAT | LCK | LCLAT1 | LCMT1 | LCMT1-AS1 | LCMT1-AS2 | LCMT2 | LCN8 | LCNL1 | LCOR | LCORL | LCP1 | LCP2 | LCTL | LDAH | LDB1 | LDB2 | LDHA | LDHAL6A | LDHAP4 | LDHB | LDHD | LDLR | LDLRAD3 | LDLRAD4 | LDLRAP1 | LDOC1 | LEAP2 | LEF1 | LEF1-AS1 | LEKR1 | LEMD2 | LEMD3 | LENG1 | LENG8 | LENG8-AS1 | LENG9 | LEO1 | LEPR | LEPROT | LEPROTL1 | LETM1 | LETM2 | LETMD1 | LEXM | LFNG | LGALS1 | LGALS17A | LGALS2 | LGALS3 | LGALS3BP | LGALS4 | LGALS8 | LGALS8-AS1 | LGALS9 | LGALS9B | LGALS9C | LGMN | LGR4 | LGR6 | LHFPL2 | LHFPL4 | LHFPL6 | LHPP | LHX4 | LIAS | LIF | LIG1 | LIG3 | LIG4 | LILRA1 | LILRA2 | LILRA4 | LILRA5 | LILRA6 | LILRB1 | LILRB2 | LILRB3 | LILRB4 | LILRB5 | LILRP2 | LIM2 | LIMA1 | LIMD1 | LIMD1-AS1 | LIMD2 | LIME1 | LIMK1 | LIMK2 | LIMS1 | LIMS2 | LIN37 | LIN52 | LIN54 | LIN7A | LIN7B | LIN7C | LIN9 | LINC-PINT | LINC-PINT-1 | LINC00092 | LINC00106 | LINC00115 | LINC00158 | LINC00167 | LINC00173 | LINC00174 | LINC00189 | LINC00205 | LINC00216 | LINC00239 | LINC00240 | LINC00243 | LINC002481 | LINC00265 | LINC00278 | LINC00294 | LINC00299 | LINC00324 | LINC00339 | LINC00342 | LINC00381 | LINC00384 | LINC00402 | LINC00426 | LINC00449 | LINC00467 | LINC00471 | LINC00476 | LINC00494 | LINC00504 | LINC00511 | LINC00513 | LINC00520 | LINC00526 | LINC00528 | LINC00539 | LINC00540 | LINC00544 | LINC00562 | LINC00565 | LINC00598 | LINC00599 | LINC00612 | LINC00618 | LINC00622 | LINC00623 | LINC00624 | LINC00630 | LINC00632 | LINC00638 | LINC00641 | LINC00649 | LINC00654 | LINC00659 | LINC00662 | LINC00663 | LINC00665 | LINC00667 | LINC00672 | LINC00674 | LINC00680 | LINC00685 | LINC00689 | LINC00691 | LINC00824 | LINC00847 | LINC00852 | LINC00856 | LINC00861 | LINC00862 | LINC00863 | LINC00865 | LINC00869 | LINC00877 | LINC00884 | LINC00886 | LINC00888 | LINC00891 | LINC00892 | LINC00893 | LINC00894 | LINC00896 | LINC00899 | LINC00900 | LINC00909 | LINC00910 | LINC00920 | LINC00921 | LINC00924 | LINC00926 | LINC00937 | LINC00943 | LINC00944 | LINC00954 | LINC00957 | LINC00963 | LINC00968 | LINC00987 | LINC00996 | LINC01002 | LINC01003 | LINC01004 | LINC01006 | LINC01010 | LINC01011 | LINC01012 | LINC01013 | LINC01023 | LINC01063 | LINC01089 | LINC01094 | LINC01116 | LINC01126 | LINC01127 | LINC01128 | LINC01134 | LINC01135 | LINC01136 | LINC01137 | LINC01138 | LINC01145 | LINC01146 | LINC01150 | LINC01176 | LINC01184 | LINC01191 | LINC01215 | LINC01220 | LINC01232 | LINC01237 | LINC01238 | LINC01238-1 | LINC01252 | LINC01268 | LINC01278 | LINC01285 | LINC01291 | LINC01303 | LINC01311 | LINC01315 | LINC01336 | LINC01353 | LINC01355 | LINC01358 | LINC01359 | LINC01376 | LINC01410 | LINC01422 | LINC01426 | LINC01431 | LINC01451 | LINC01465 | LINC01473 | LINC01480 | LINC01481 | LINC01481-1 | LINC01503 | LINC01504 | LINC01505 | LINC01506 | LINC01521 | LINC01526 | LINC01534 | LINC01535 | LINC01547 | LINC01550 | LINC01551 | LINC01556 | LINC01560 | LINC01569 | LINC01572 | LINC01578 | LINC01588 | LINC01597 | LINC01619 | LINC01624 | LINC01635 | LINC01637 | LINC01644 | LINC01675 | LINC01678 | LINC01679 | LINC01684 | LINC01694 | LINC01715 | LINC01719 | LINC01725 | LINC01727 | LINC01730 | LINC01754 | LINC01762 | LINC01771 | LINC01772 | LINC01781 | LINC01801 | LINC01806 | LINC01816 | LINC01825 | LINC01827 | LINC01852 | LINC01857 | LINC01869 | LINC01871 | LINC01873 | LINC01876 | LINC01881 | LINC01888 | LINC01891 | LINC01918 | LINC01934 | LINC01943 | LINC01948 | LINC01954 | LINC01963 | LINC01970 | LINC02001 | LINC02018 | LINC02019 | LINC02021 | LINC02033 | LINC02035 | LINC02043 | LINC02062 | LINC02076 | LINC02078 | LINC02081 | LINC02084 | LINC02087 | LINC02100 | LINC02132 | LINC02139 | LINC02158 | LINC02175 | LINC02185 | LINC02193 | LINC02195 | LINC02206 | LINC02210 | LINC02211 | LINC02245 | LINC02256 | LINC02273 | LINC02285 | LINC02298 | LINC02325 | LINC02328 | LINC02332 | LINC02345 | LINC02352 | LINC02356 | LINC02361 | LINC02362 | LINC02381 | LINC02384 | LINC02391 | LINC02397 | LINC02413 | LINC02422 | LINC02432 | LINC02446 | LINC02447 | LINC02453 | LINC02482 | LINC02503 | LINC02506 | LINC02539 | LINC02541 | LINC02550 | LINC02555 | LINC02574 | LINC02576 | LINC02580 | LINGO2 | LINGO3 | LINS1 | LIPA | LIPC | LIPE | LIPE-AS1 | LIPT1 | LIPT2 | LITAF | LIX1 | LIX1-AS1 | LIX1L | LIX1L-AS1 | LKAAEAR1 | LLGL1 | LLGL2 | LLPH | LMAN1 | LMAN2 | LMAN2L | LMBR1 | LMBR1L | LMBRD1 | LMBRD2 | LMCD1 | LMF1 | LMF2 | LMLN | LMNA | LMNB1 | LMNB2 | LMNTD2 | LMO2 | LMO4 | LMO7 | LMO7-AS1 | LMOD3 | LMTK2 | LMTK3 | LNCTAM34A | LNP1 | LNPEP | LNPK | LNX1 | LNX2 | LOH12CR2 | LONP1 | LONP2 | LONRF1 | LONRF3 | LOR | LOXL1 | LOXL1-AS1 | LOXL2 | LOXL3 | LPAL2 | LPAR1 | LPAR2 | LPAR3 | LPAR5 | LPAR6 | LPCAT1 | LPCAT2 | LPCAT3 | LPCAT4 | LPGAT1 | LPIN1 | LPIN2 | LPL | LPP | LPP-AS2 | LPXN | LRBA | LRCH1 | LRCH3 | LRCH4 | LRFN1 | LRFN3 | LRFN4 | LRG1 | LRIF1 | LRIG1 | LRIG2 | LRMDA | LRMP | LRP1 | LRP10 | LRP11 | LRP12 | LRP2BP | LRP4-AS1 | LRP5 | LRP5L | LRP6 | LRP8 | LRPAP1 | LRPPRC | LRR1 | LRRC1 | LRRC14 | LRRC2 | LRRC20 | LRRC23 | LRRC24 | LRRC25 | LRRC27 | LRRC28 | LRRC29 | LRRC3 | LRRC32 | LRRC34 | LRRC37A | LRRC37A16P | LRRC37A2 | LRRC37A3 | LRRC37A4P | LRRC37A5P | LRRC37A7P | LRRC37B | LRRC37BP1 | LRRC39 | LRRC4 | LRRC40 | LRRC41 | LRRC42 | LRRC45 | LRRC47 | LRRC56 | LRRC57 | LRRC58 | LRRC59 | LRRC6 | LRRC61 | LRRC63 | LRRC69 | LRRC7 | LRRC74B | LRRC75A | LRRC75A-AS1 | LRRC75B | LRRC77P | LRRC8A | LRRC8B | LRRC8C | LRRC8C-DT | LRRC8D | LRRCC1 | LRRD1 | LRRFIP1 | LRRFIP1P1 | LRRFIP2 | LRRIQ3 | LRRK1 | LRRK2 | LRRN2 | LRRN3 | LRRN4CL | LRSAM1 | LRTOMT | LRWD1 | LSG1 | LSINCT5 | LSM1 | LSM10 | LSM11 | LSM12 | LSM12P1 | LSM14A | LSM14B | LSM2 | LSM3 | LSM4 | LSM5 | LSM6 | LSM7 | LSM8 | LSMEM1 | LSP1 | LSP1P4 | LSR | LSS | LST1 | LTA | LTA4H | LTB | LTB4R | LTB4R2 | LTBP2 | LTBP3 | LTBP4 | LTBR | LTC4S | LTK | LTN1 | LTO1 | LTV1 | LUC7L | LUC7L2 | LUC7L3 | LUCAT1 | LURAP1 | LUZP1 | LXN | LY6E | LY6E-DT | LY6G5B | LY6G5C | LY75 | LY86 | LY86-AS1 | LY9 | LY96 | LYAR | LYG1 | LYG2 | LYL1 | LYN | LYNX1 | LYPD3 | LYPD5 | LYPLA1 | LYPLA2 | LYPLAL1 | LYRM1 | LYRM2 | LYRM4 | LYRM4-AS1 | LYRM7 | LYRM9 | LYSMD1 | LYSMD2 | LYSMD3 | LYSMD4 | LYST | LYZ | LZIC | LZTFL1 | LZTR1 | LZTS1 | LZTS2 | LZTS3 | M1AP | M6PR | MACC1 | MACF1 | MACO1 | MACROD1 | MACROD2 | MAD1L1 | MAD2L1 | MAD2L1BP | MAD2L2 | MADCAM1 | MADD | MAEA | MAF | MAF1 | MAFB | MAFF | MAFG | MAFG-DT | MAFK | MAGED1 | MAGED2 | MAGEE1 | MAGEF1 | MAGEH1 | MAGI2 | MAGI2-AS3 | MAGI3 | MAGIX | MAGOH | MAGOH2P | MAGOHB | MAGT1 | MAIP1 | MAK | MAK16 | MAL | MALAT1 | MALINC1 | MALSU1 | MALT1 | MAMDC4 | MAML1 | MAML2 | MAML3 | MAMLD1 | MAMSTR | MAN1A1 | MAN1A2 | MAN1B1 | MAN1B1-DT | MAN1C1 | MAN2A1 | MAN2A2 | MAN2B1 | MAN2B2 | MAN2C1 | MANBA | MANBAL | MANEA | MANEA-DT | MANEAL | MANF | MANSC1 | MAOA | MAP10 | MAP1A | MAP1LC3A | MAP1LC3B | MAP1LC3B2 | MAP1S | MAP2 | MAP2K1 | MAP2K2 | MAP2K3 | MAP2K4 | MAP2K5 | MAP2K6 | MAP2K7 | MAP3K1 | MAP3K10 | MAP3K11 | MAP3K12 | MAP3K13 | MAP3K14 | MAP3K14-AS1 | MAP3K2 | MAP3K20 | MAP3K21 | MAP3K3 | MAP3K4 | MAP3K5 | MAP3K6 | MAP3K7 | MAP3K7CL | MAP3K8 | MAP3K9 | MAP4 | MAP4K1 | MAP4K2 | MAP4K3 | MAP4K4 | MAP4K5 | MAP7 | MAP7D1 | MAP7D3 | MAP9 | MAPK1 | MAPK10 | MAPK11 | MAPK12 | MAPK13 | MAPK14 | MAPK1IP1L | MAPK3 | MAPK6 | MAPK7 | MAPK8 | MAPK8IP1 | MAPK8IP3 | MAPK9 | MAPKAP1 | MAPKAPK2 | MAPKAPK3 | MAPKAPK5 | MAPKAPK5-AS1 | MAPKBP1 | MAPRE1 | MAPRE2 | MAPRE3 | MAPT | MARC1 | MARC2 | MARCH1 | MARCH10 | MARCH2 | MARCH3 | MARCH5 | MARCH6 | MARCH7 | MARCH8 | MARCH9 | MARCKS | MARCKSL1 | MARCO | MARF1 | MARK2 | MARK3 | MARK4 | MARS | MARS2 | MARVELD1 | MARVELD2 | MARVELD3 | MAS1 | MAST1 | MAST2 | MAST3 | MAST4 | MASTL | MAT2A | MAT2B | MATK | MATN1-AS1 | MATN2 | MATR3-1 | MAU2 | MAVS | MAX | MAZ | MB21D2 | MBD1 | MBD2 | MBD3 | MBD4 | MBD5 | MBD6 | MBIP | MBLAC1 | MBLAC2 | MBNL1 | MBNL1-AS1 | MBNL2 | MBNL3 | MBOAT1 | MBOAT2 | MBOAT7 | MBP | MBTD1 | MBTPS1 | MBTPS2 | MC1R | MCAM | MCAT | MCC | MCCC1 | MCCC2 | MCEE | MCEMP1 | MCF2 | MCF2L | MCF2L-AS1 | MCF2L2 | MCFD2 | MCL1 | MCM2 | MCM3 | MCM3AP | MCM3AP-AS1 | MCM4 | MCM5 | MCM6 | MCM7 | MCM8 | MCM9 | MCMBP | MCMDC2 | MCOLN1 | MCOLN2 | MCOLN3 | MCPH1 | MCPH1-AS1 | MCRIP1 | MCRIP2 | MCRS1 | MCTP1 | MCTP2 | MCTS1 | MCU | MCUB | MCUR1 | MCUR1P1 | MDC1 | MDFIC | MDGA1 | MDH1 | MDH2 | MDK | MDM1 | MDM2 | MDM4 | MDN1 | MDP1 | MDS2 | ME1 | ME2 | MEA1 | MEAF6 | MECP2 | MECR | MED1 | MED10 | MED11 | MED12 | MED12L | MED13 | MED13L | MED14 | MED14OS | MED15 | MED16 | MED17 | MED18 | MED19 | MED20 | MED21 | MED22 | MED23 | MED24 | MED25 | MED26 | MED27 | MED28 | MED29 | MED30 | MED31 | MED4 | MED6 | MED7 | MED8 | MED9 | MEF2A | MEF2C | MEF2C-AS1 | MEF2D | MEFV | MEG8 | MEGF11 | MEGF6 | MEGF8 | MEGF9 | MEI1 | MEIG1 | MEIOC | MEIS3 | MELK | MELTF | MELTF-AS1 | MEMO1 | MEN1 | MEOX1 | MEPCE | MERTK | MESD | MESP1 | MEST | METAP1 | METAP1D | METAP2 | METRN | METRNL | METTL1 | METTL13 | METTL14 | METTL15 | METTL16 | METTL17 | METTL18 | METTL21A | METTL22 | METTL23 | METTL25 | METTL26 | METTL27 | METTL2A | METTL2B | METTL3 | METTL4 | METTL5 | METTL6 | METTL7A | METTL7B | METTL8 | METTL9 | MEX3B | MEX3C | MEX3D | MFAP1 | MFAP3 | MFAP5 | MFF | MFGE8 | MFHAS1 | MFN1 | MFN2 | MFNG | MFSD1 | MFSD10 | MFSD11 | MFSD12 | MFSD13A | MFSD14A | MFSD14B | MFSD14C | MFSD1P1 | MFSD2A | MFSD3 | MFSD4A | MFSD4B | MFSD5 | MFSD6 | MFSD8 | MFSD9 | MGA | MGAM | MGAT1 | MGAT2 | MGAT3 | MGAT4A | MGAT4B | MGAT5 | MGC12916 | MGC16275 | MGLL | MGME1 | MGMT | MGRN1 | MGST1 | MGST2 | MGST3 | MHENCR | MIA-RAB4B | MIA2 | MIA3 | MIAT | MIATNB | MIB1 | MIB2 | MICA | MICAL1 | MICAL2 | MICAL3 | MICALL1 | MICALL2 | MICB | MICU1 | MICU2 | MICU3 | MID1IP1 | MID2 | MIDN | MIEF1 | MIEF2 | MIEN1 | MIER1 | MIER2 | MIER3 | MIF | MIF-AS1 | MIF4GD | MIGA1 | MIGA2 | MIIP | MILR1 | MINCR | MINDY1 | MINDY2 | MINDY3 | MINK1 | MINOS1 | MINPP1 | MIOS | MIPEP | MIPEPP3 | MIPOL1 | MIR1254-1 | MIR155HG | MIR17HG | MIR181A1HG | MIR181A2HG | MIR193BHG | MIR194-2HG | MIR210HG | MIR222HG | MIR22HG | MIR29B2CHG | MIR3142HG | MIR3188 | MIR34AHG | MIR3655 | MIR3936HG | MIR3945HG | MIR4422HG | MIR4432HG | MIR4435-2HG | MIR4453HG | MIR4458HG | MIR4697HG | MIR497HG | MIR503HG | MIR5195 | MIR600HG | MIR646HG | MIR663AHG | MIR6723 | MIR762HG | MIR9-3HG | MIRLET7BHG | MIS12 | MIS18A | MIS18BP1 | MISP3 | MITD1 | MITF | MKI67 | MKKS | MKLN1 | MKLN1-AS | MKNK1 | MKNK2 | MKRN1 | MKRN2 | MKRN3 | MKS1 | MLC1 | MLEC | MLF1 | MLF2 | MLH1 | MLH3 | MLKL | MLLT1 | MLLT10 | MLLT11 | MLLT3 | MLLT6 | MLST8 | MLX | MLXIP | MLYCD | MMAA | MMAB | MMACHC | MMADHC | MMD | MME | MMEL1 | MMGT1 | MMP11 | MMP14 | MMP17 | MMP19 | MMP2 | MMP2-AS1 | MMP23B | MMP24OS | MMP25 | MMP25-AS1 | MMP28 | MMP9 | MMRN1 | MMS19 | MMS22L | MN1 | MNAT1 | MND1 | MNDA | MNT | MOAP1 | MOB1A | MOB1B | MOB2 | MOB3A | MOB3B | MOB3C | MOB4 | MOCOS | MOCS2 | MOCS3 | MOGS | MOK | MON1A | MON1B | MON2 | MORC2 | MORC2-AS1 | MORC3 | MORC4 | MORF4L1 | MORF4L1P1 | MORF4L1P3 | MORF4L2 | MORF4L2-AS1 | MORN1 | MORN2 | MORN3 | MORN4 | MOSMO | MOSPD1 | MOSPD2 | MOSPD3 | MOV10 | MOXD1 | MPC1 | MPC2 | MPDU1 | MPEG1 | MPG | MPHOSPH10 | MPHOSPH6 | MPHOSPH8 | MPHOSPH9 | MPI | MPLKIP | MPND | MPO | MPP1 | MPP2 | MPP3 | MPP5 | MPP6 | MPP7 | MPPE1 | MPPED2 | MPRIP | MPRIP-AS1 | MPST | MPV17 | MPV17L | MPV17L2 | MPZ | MPZL1 | MPZL2 | MPZL3 | MR1 | MRAS | MRC1 | MRC2 | MRE11 | MREG | MRFAP1 | MRFAP1L1 | MRGBP | MRI1 | MRM1 | MRM2 | MRM3 | MRNIP | MROH1 | MROH6 | MROH8 | MRPL1 | MRPL10 | MRPL11 | MRPL12 | MRPL13 | MRPL14 | MRPL15 | MRPL16 | MRPL17 | MRPL18 | MRPL19 | MRPL2 | MRPL20 | MRPL21 | MRPL22 | MRPL23 | MRPL24 | MRPL27 | MRPL28 | MRPL3 | MRPL30 | MRPL32 | MRPL33 | MRPL34 | MRPL35 | MRPL35P3 | MRPL36 | MRPL37 | MRPL37P1 | MRPL38 | MRPL39 | MRPL4 | MRPL40 | MRPL41 | MRPL42 | MRPL43 | MRPL44 | MRPL45 | MRPL45P2 | MRPL46 | MRPL47 | MRPL48 | MRPL49 | MRPL50 | MRPL51 | MRPL52 | MRPL53 | MRPL54 | MRPL55 | MRPL57 | MRPL58 | MRPL9 | MRPS10 | MRPS11 | MRPS12 | MRPS14 | MRPS15 | MRPS16 | MRPS17 | MRPS18A | MRPS18B | MRPS18C | MRPS2 | MRPS21 | MRPS22 | MRPS23 | MRPS24 | MRPS25 | MRPS26 | MRPS27 | MRPS28 | MRPS30 | MRPS30-DT | MRPS31 | MRPS31P4 | MRPS31P5 | MRPS33 | MRPS33P2 | MRPS34 | MRPS35 | MRPS36 | MRPS5 | MRPS6 | MRPS7 | MRPS9 | MRRF | MRS2 | MRTFA | MRTFA-AS1 | MRTFB | MRTO4 | MRVI1-AS1 | MS4A1 | MS4A14 | MS4A4A | MS4A4E | MS4A6A | MS4A7 | MSANTD1 | MSANTD2 | MSANTD3 | MSANTD4 | MSC | MSC-AS1 | MSH2 | MSH3 | MSH5 | MSH6 | MSI2 | MSL1 | MSL2 | MSL3 | MSL3P1 | MSMO1 | MSMP | MSN | MSR1 | MSRA | MSRB1 | MSRB2 | MSRB3 | MSS51 | MST1 | MSTO1 | MT1DP | MT1E | MT1F | MT1G | MT1H | MT1L | MT1M | MT1X | MT1XP1 | MT2A | MT3 | MTA1 | MTA2 | MTA3 | MTAP | MTATP6P1 | MTATP6P11 | MTBP | MTCH1 | MTCH2 | MTCO1P11 | MTCO1P12 | MTCO1P40 | MTCO2P11 | MTCO2P12 | MTCO3P11 | MTCP1 | MTDH | MTDHP3 | MTERF1 | MTERF2 | MTERF3 | MTERF4 | MTF1 | MTF2 | MTFMT | MTFP1 | MTFR1 | MTFR1L | MTFR2 | MTG1 | MTG2 | MTHFD1 | MTHFD1L | MTHFD1P1 | MTHFD2 | MTHFD2L | MTHFR | MTHFS | MTHFSD | MTIF2 | MTIF3 | MTLN | MTM1 | MTMR1 | MTMR10 | MTMR11 | MTMR12 | MTMR14 | MTMR2 | MTMR3 | MTMR4 | MTMR6 | MTMR8 | MTMR9 | MTMR9LP | MTND1P11 | MTND1P23 | MTND2P28 | MTND4P12 | MTND4P14 | MTND5P14 | MTND5P2 | MTND5P32 | MTND6P4 | MTO1 | MTOR | MTPAP | MTPN | MTR | MTREX | MTRF1 | MTRF1L | MTRNR2L1 | MTRNR2L12 | MTRNR2L4 | MTRNR2L8 | MTRR | MTSS1 | MTURN | MTUS1 | MTX1 | MTX2 | MTX3 | MUC1 | MUC20 | MUC20-OT1 | MUL1 | MUM1 | MUS81 | MUT | MUTYH | MVB12A | MVB12B | MVD | MVK | MVP | MX1 | MX2 | MXD1 | MXD3 | MXD4 | MXI1 | MXRA7 | MYADM | MYB | MYBBP1A | MYBL1 | MYBL2 | MYBPC3 | MYC | MYCBP | MYCBP2 | MYCBP2-AS1 | MYCBPAP | MYCL | MYD88 | MYDGF | MYEF2 | MYH10 | MYH11 | MYH3 | MYH7B | MYH9 | MYL12A | MYL12B | MYL5 | MYL6 | MYL6B | MYL9 | MYLIP | MYLK | MYLK-AS1 | MYLK4 | MYLPF | MYNN | MYO10 | MYO15A | MYO15B | MYO16 | MYO18A | MYO19 | MYO1A | MYO1B | MYO1C | MYO1D | MYO1E | MYO1F | MYO1G | MYO5A | MYO5B | MYO5C | MYO6 | MYO7A | MYO9A | MYO9B | MYOF | MYOM1 | MYOM2 | MYORG | MYPOP | MYSM1 | MYT1L | MYZAP | MZB1 | MZF1 | MZF1-AS1 | MZT1 | MZT2A | MZT2B | N4BP1 | N4BP2 | N4BP2L1 | N4BP2L2 | N4BP2L2-IT2 | N4BP3 | N6AMT1 | NAA10 | NAA15 | NAA16 | NAA20 | NAA25 | NAA30 | NAA35 | NAA38 | NAA40 | NAA50 | NAA60 | NAA80 | NAAA | NAALADL1 | NAB1 | NAB2 | NABP1 | NABP2 | NACA | NACA2 | NACA3P | NACA4P | NACC1 | NACC2 | NADK | NADK2 | NADSYN1 | NAE1 | NAF1 | NAGA | NAGK | NAGLU | NAGPA | NAGS | NAIF1 | NAIP | NALT1 | NAMPT | NAMPTP1 | NANOS1 | NANP | NANS | NAP1L1 | NAP1L2 | NAP1L3 | NAP1L4 | NAP1L4P1 | NAP1L5 | NAP1L6 | NAPA | NAPA-AS1 | NAPB | NAPEPLD | NAPG | NAPRT | NAPSA | NAPSB | NARF | NARS | NARS2 | NASP | NAT1 | NAT10 | NAT14 | NAT8B | NAT9 | NATD1 | NAV1 | NAV2 | NAXD | NAXE | NBAS | NBDY | NBEA | NBEAL1 | NBEAL2 | NBL1 | NBN | NBPF1 | NBPF10 | NBPF11 | NBPF12 | NBPF14 | NBPF15 | NBPF19 | NBPF20 | NBPF26 | NBPF3 | NBPF8 | NBPF9 | NBR1 | NBR2 | NCALD | NCAM1 | NCAPD2 | NCAPD3 | NCAPG | NCAPG2 | NCAPGP1 | NCAPH | NCAPH2 | NCBP1 | NCBP2 | NCBP2-AS2 | NCBP3 | NCDN | NCEH1 | NCF1 | NCF1B | NCF1C | NCF2 | NCF4 | NCK1 | NCK1-DT | NCK2 | NCKAP1 | NCKAP1L | NCKAP5L | NCKIPSD | NCL | NCLN | NCOA1 | NCOA2 | NCOA3 | NCOA4 | NCOA5 | NCOA6 | NCOA7 | NCOR1 | NCOR2 | NCR1 | NCR3 | NCR3LG1 | NCS1 | NCSTN | NDC1 | NDC80 | NDE1 | NDEL1 | NDFIP1 | NDFIP2 | NDN | NDOR1 | NDRG1 | NDRG2 | NDRG3 | NDST1 | NDST2 | NDUFA1 | NDUFA10 | NDUFA11 | NDUFA12 | NDUFA13 | NDUFA2 | NDUFA3 | NDUFA4 | NDUFA4L2 | NDUFA5 | NDUFA6 | NDUFA6-DT | NDUFA7 | NDUFA8 | NDUFA9 | NDUFAB1 | NDUFAB1P1 | NDUFAF1 | NDUFAF2 | NDUFAF3 | NDUFAF4 | NDUFAF4P1 | NDUFAF5 | NDUFAF6 | NDUFAF7 | NDUFAF8 | NDUFB1 | NDUFB10 | NDUFB11 | NDUFB2 | NDUFB2-AS1 | NDUFB3 | NDUFB4 | NDUFB4P11 | NDUFB5 | NDUFB6 | NDUFB7 | NDUFB8 | NDUFB9 | NDUFC1 | NDUFC2 | NDUFS1 | NDUFS2 | NDUFS3 | NDUFS4 | NDUFS5 | NDUFS6 | NDUFS7 | NDUFS8 | NDUFV1 | NDUFV2 | NDUFV2-AS1 | NDUFV2P1 | NDUFV3 | NEAT1 | NEB | NEBL | NECAB1 | NECAB3 | NECAP1 | NECAP2 | NECTIN1 | NECTIN2 | NECTIN3 | NECTIN4 | NEDD1 | NEDD4 | NEDD4L | NEDD8 | NEDD9 | NEFH | NEFL | NEFM | NEGR1 | NEIL1 | NEIL2 | NEIL3 | NEK1 | NEK10 | NEK11 | NEK3 | NEK4 | NEK5 | NEK6 | NEK7 | NEK8 | NEK9 | NELFA | NELFB | NELFCD | NELFE | NELL2 | NEMF | NEMP1 | NEMP2 | NENF | NEO1 | NEPRO | NET1 | NETO1 | NETO2 | NEU1 | NEU3 | NEURL1 | NEURL2 | NEURL3 | NEURL4 | NEUROD1 | NEXMIF | NEXN | NF1 | NF2 | NFAM1 | NFAT5 | NFATC1 | NFATC2 | NFATC2IP | NFATC3 | NFE2 | NFE2L1 | NFE2L2 | NFE2L3 | NFIA | NFIC | NFIL3 | NFIX | NFKB1 | NFKB2 | NFKBIA | NFKBIB | NFKBID | NFKBIE | NFKBIL1 | NFKBIZ | NFRKB | NFS1 | NFU1 | NFX1 | NFXL1 | NFYA | NFYB | NFYC | NFYC-AS1 | NGDN | NGLY1 | NGRN | NHLH1 | NHLRC1 | NHLRC2 | NHLRC3 | NHLRC4 | NHP2 | NHS | NHSL1 | NHSL2 | NID1 | NIF3L1 | NIFK | NIFK-AS1 | NIN | NINJ1 | NINJ2 | NINL | NIP7 | NIPA1 | NIPA2 | NIPAL1 | NIPAL2 | NIPAL3 | NIPBL | NIPBL-DT | NIPSNAP1 | NIPSNAP2 | NIPSNAP3A | NIPSNAP3B | NISCH | NIT1 | NIT2 | NKAP | NKAPD1 | NKAPL | NKAPP1 | NKD1 | NKG7 | NKILA | NKIRAS1 | NKIRAS2 | NKRF | NKTR | NKX3-1 | NLE1 | NLGN2 | NLGN3 | NLGN4Y | NLK | NLN | NLRC3 | NLRC4 | NLRC5 | NLRP1 | NLRP12 | NLRP2 | NLRP3 | NLRP6 | NLRX1 | NMB | NMD3 | NME1 | NME2 | NME2P1 | NME3 | NME4 | NME6 | NME7 | NME8 | NME9 | NMI | NMNAT1 | NMNAT3 | NMRAL1 | NMRAL2P | NMRK1 | NMT1 | NMT2 | NMUR1 | NNT | NNT-AS1 | NOA1 | NOB1 | NOC2L | NOC3L | NOC4L | NOCT | NOD1 | NOD2 | NOG | NOL10 | NOL11 | NOL12 | NOL3 | NOL4L | NOL6 | NOL7 | NOL8 | NOL9 | NOLC1 | NOM1 | NOMO1 | NOMO2 | NOMO3 | NONO | NONOP2 | NOP10 | NOP14 | NOP14-AS1 | NOP16 | NOP2 | NOP53 | NOP56 | NOP58 | NOP9 | NORAD | NOS3 | NOSIP | NOTCH1 | NOTCH2 | NOTCH2NLA | NOTCH4 | NOVA1 | NOXA1 | NPAS1 | NPAS2 | NPAT | NPB | NPC1 | NPC2 | NPDC1 | NPEPL1 | NPEPPS | NPFFR1 | NPHP1 | NPHP3 | NPHP4 | NPIPA1 | NPIPA5 | NPIPB11 | NPIPB13 | NPIPB15 | NPIPB2 | NPIPB4 | NPIPB5 | NPIPP1 | NPL | NPLOC4 | NPM1 | NPM1P25 | NPM1P27 | NPM1P37 | NPM1P39 | NPM1P40 | NPM2 | NPM3 | NPR2 | NPRL2 | NPRL3 | NPTN | NPTN-IT1 | NPTXR | NPW | NQO1 | NQO2 | NR1D1 | NR1D2 | NR1H2 | NR1H3 | NR2C1 | NR2C2 | NR2C2AP | NR2E3 | NR2F6 | NR3C1 | NR3C2 | NR4A1 | NR4A2 | NR4A3 | NR6A1 | NRAS | NRAV | NRBF2 | NRBF2P5 | NRBP1 | NRBP2 | NRCAM | NRDC | NRDE2 | NREP | NRF1 | NRG1 | NRG2 | NRG4 | NRGN | NRIP1 | NRIP2 | NRIP3 | NRIR | NRL | NRM | NRN1 | NRP1 | NRP2 | NRROS | NRSN2 | NRSN2-AS1 | NRTN | NSA2 | NSD1 | NSD2 | NSD3 | NSDHL | NSF | NSFL1C | NSG1 | NSL1 | NSMAF | NSMCE1 | NSMCE2 | NSMCE3 | NSMCE4A | NSMF | NSRP1 | NSRP1P1 | NSUN2 | NSUN3 | NSUN4 | NSUN5 | NSUN5P1 | NSUN5P2 | NSUN6 | NSUN7 | NT5C | NT5C2 | NT5C3A | NT5C3B | NT5DC1 | NT5DC2 | NT5DC3 | NT5DC4 | NT5E | NT5M | NTAN1 | NTAN1P2 | NTHL1 | NTMT1 | NTN4 | NTN5 | NTNG2 | NTPCR | NUAK1 | NUAK2 | NUB1 | NUBP1 | NUBP2 | NUBPL | NUCB1 | NUCB2 | NUCKS1 | NUDC | NUDCD1 | NUDCD2 | NUDCD3 | NUDT1 | NUDT11 | NUDT12 | NUDT13 | NUDT14 | NUDT15 | NUDT16 | NUDT16L1 | NUDT16P1 | NUDT17 | NUDT18 | NUDT19 | NUDT19P5 | NUDT2 | NUDT21 | NUDT22 | NUDT3 | NUDT4 | NUDT5 | NUDT6 | NUDT7 | NUDT8 | NUDT9 | NUF2 | NUFIP1 | NUFIP2 | NUGGC | NUMA1 | NUMB | NUMBL | NUP107 | NUP133 | NUP153 | NUP155 | NUP160 | NUP188 | NUP205 | NUP210 | NUP214 | NUP35 | NUP37 | NUP43 | NUP50 | NUP50-DT | NUP54 | NUP58 | NUP62 | NUP62CL | NUP85 | NUP88 | NUP93 | NUP98 | NUPL2 | NUPR1 | NUPR2 | NUS1 | NUSAP1 | NUTF2 | NUTM2A-AS1 | NUTM2B-AS1 | NVL | NXF1 | NXN | NXPE3 | NXPH4 | NXT1 | NXT2 | OAF | OARD1 | OAS1 | OAS2 | OAS3 | OASL | OAT | OAZ1 | OAZ2 | OAZ3 | OBSCN | OBSCN-AS1 | OCEL1 | OCIAD1 | OCIAD2 | OCLM | OCLN | OCM | OCRL | ODC1 | ODCP | ODF2 | ODF2L | ODF3B | ODR4 | OFD1 | OGA | OGDH | OGFOD1 | OGFOD2 | OGFOD3 | OGFR | OGFRL1 | OGG1 | OGT | OIP5 | OIP5-AS1 | OLA1 | OLFM1 | OLFM2 | OLFML2A | OLFML2B | OLFML3 | OLIG1 | OLMALINC | OLR1 | OMA1 | OMG | OPA1 | OPA3 | OPHN1 | OPLAH | OPN3 | OPRL1 | OPTN | OR10AH1P | OR11G2 | OR1I1 | OR2A1-AS1 | OR2A25 | OR2G6 | OR2I1P | OR2L2 | OR2X1P | OR3A2 | OR3A3 | OR4D1 | OR4D9 | OR51M1 | OR52I1 | OR52K3P | OR52N4 | OR52P1P | OR56B1 | OR5H14 | OR6D1P | OR7D2 | OR7E38P | ORAI1 | ORAI2 | ORAI3 | ORC1 | ORC2 | ORC3 | ORC4 | ORC5 | ORC6 | ORMDL1 | ORMDL2 | ORMDL3 | OS9 | OSBP | OSBP2 | OSBPL10 | OSBPL10-AS1 | OSBPL11 | OSBPL1A | OSBPL2 | OSBPL3 | OSBPL5 | OSBPL6 | OSBPL7 | OSBPL8 | OSBPL9 | OSCAR | OSCP1 | OSER1 | OSER1-DT | OSGEP | OSGEPL1 | OSGEPL1-AS1 | OSGIN1 | OSGIN2 | OSM | OSMR | OST4 | OSTC | OSTF1 | OSTM1 | OSTN-AS1 | OTOA | OTOAP1 | OTUB1 | OTUB2 | OTUD1 | OTUD3 | OTUD4 | OTUD4P1 | OTUD5 | OTUD6A | OTUD6B | OTUD6B-AS1 | OTUD7A | OTUD7B | OTULIN | OTULINL | OVCH1-AS1 | OXA1L | OXCT1 | OXER1 | OXLD1 | OXNAD1 | OXR1 | OXSM | OXSR1 | OXT | P2RX1 | P2RX4 | P2RX5 | P2RX5-TAX1BP3 | P2RX7 | P2RY1 | P2RY10 | P2RY11 | P2RY12 | P2RY13 | P2RY14 | P2RY2 | P2RY6 | P2RY8 | P3H1 | P3H3 | P3H4 | P4HA1 | P4HA2 | P4HA3 | P4HB | P4HTM | PA2G4 | PA2G4P4 | PA2G4P6 | PAAF1 | PABPC1 | PABPC1L | PABPC1P1 | PABPC1P3 | PABPC4 | PABPN1 | PACRGL | PACS1 | PACS2 | PACSIN1 | PACSIN2 | PACSIN3 | PADI2 | PADI4 | PAF1 | PAFAH1B1 | PAFAH1B2 | PAFAH1B3 | PAFAH2 | PAG1 | PAGE5 | PAGR1 | PAICS | PAICSP1 | PAICSP6 | PAIP1 | PAIP1P1 | PAIP2 | PAIP2B | PAK1 | PAK1IP1 | PAK2 | PAK3 | PAK4 | PALB2 | PALD1 | PALLD | PAM | PAM16 | PAN2 | PAN3 | PAN3-AS1 | PANK1 | PANK2 | PANK3 | PANK4 | PANO1 | PANX1 | PANX2 | PAOX | PAPLN | PAPOLA | PAPOLG | PAPPA | PAPSS1 | PAPSS2 | PAQR3 | PAQR4 | PAQR6 | PAQR7 | PAQR8 | PARAL1 | PARD6A | PARD6B | PARD6G | PARD6G-AS1 | PARG | PARGP1 | PARK7 | PARL | PARM1 | PARN | PARP1 | PARP10 | PARP11 | PARP12 | PARP14 | PARP15 | PARP16 | PARP2 | PARP3 | PARP4 | PARP6 | PARP8 | PARP9 | PARPBP | PARS2 | PART1 | PARVB | PARVG | PASK | PATJ | PATL1 | PATL2 | PATZ1 | PAWR | PAX5 | PAX6 | PAX8 | PAX8-AS1 | PAXBP1 | PAXBP1-AS1 | PAXIP1 | PAXIP1-AS1 | PAXIP1-AS2 | PAXX | PBDC1 | PBLD | PBRM1 | PBX1 | PBX2 | PBX3 | PBX4 | PBXIP1 | PC | PCAT1 | PCAT6 | PCAT7 | PCBD1 | PCBD2 | PCBP1 | PCBP1-AS1 | PCBP2 | PCBP2-OT1 | PCBP3 | PCBP4 | PCCA | PCCB | PCDH1 | PCDH11Y | PCDH9 | PCDHGA10 | PCDHGA5 | PCDHGA6 | PCDHGA8 | PCDHGB6 | PCED1A | PCED1B | PCED1B-AS1 | PCF11 | PCF11-AS1 | PCGF1 | PCGF2 | PCGF3 | PCGF5 | PCGF6 | PCID2 | PCIF1 | PCK2 | PCLAF | PCM1 | PCMT1 | PCMTD1 | PCMTD2 | PCNA | PCNP | PCNPP1 | PCNT | PCNX1 | PCNX2 | PCNX3 | PCNX4 | PCOLCE | PCOTH | PCP2 | PCSK1N | PCSK4 | PCSK5 | PCSK7 | PCTP | PCYOX1 | PCYOX1L | PCYT1A | PCYT2 | PDAP1 | PDCD1 | PDCD10 | PDCD11 | PDCD1LG2 | PDCD2 | PDCD2L | PDCD4 | PDCD4-AS1 | PDCD5 | PDCD6 | PDCD6IP | PDCD6IPP2 | PDCD7 | PDCL | PDCL3 | PDCL3P4 | PDE11A | PDE12 | PDE1B | PDE3B | PDE4A | PDE4B | PDE4D | PDE4DIP | PDE5A | PDE6A | PDE6B | PDE6D | PDE6G | PDE6H | PDE7A | PDE7B | PDE8A | PDE8B | PDE9A | PDGFA | PDGFB | PDGFC | PDGFD | PDGFRA | PDGFRB | PDGFRL | PDHA1 | PDHB | PDHX | PDIA3 | PDIA3P1 | PDIA4 | PDIA5 | PDIA6 | PDIK1L | PDK1 | PDK2 | PDK3 | PDK4 | PDLIM1 | PDLIM2 | PDLIM4 | PDLIM5 | PDLIM7 | PDP1 | PDP2 | PDPK1 | PDPK2P | PDPR | PDRG1 | PDS5A | PDS5B | PDSS1 | PDSS2 | PDXDC1 | PDXDC2P | PDXDC2P-NPIPB14P | PDXK | PDZD11 | PDZD2 | PDZD4 | PDZD7 | PDZD8 | PEA15 | PEAK1 | PEAK3 | PEBP1 | PEBP1P3 | PEBP4 | PECAM1 | PECR | PEF1 | PEG10 | PEG13 | PELI1 | PELI2 | PELI3 | PELO | PELP1 | PEMT | PEPD | PER1 | PER2 | PER3 | PERP | PES1 | PET100 | PET117 | PEX1 | PEX10 | PEX11A | PEX11B | PEX11G | PEX12 | PEX13 | PEX14 | PEX16 | PEX19 | PEX2 | PEX26 | PEX3 | PEX5 | PEX6 | PEX7 | PFAS | PFDN1 | PFDN2 | PFDN4 | PFDN5 | PFDN6 | PFKFB2 | PFKFB3 | PFKFB4 | PFKL | PFKM | PFKP | PFN1 | PFN1P1 | PFN1P2 | PFN2 | PGAM1 | PGAM1P6 | PGAM1P8 | PGAM5 | PGAP1 | PGAP2 | PGAP3 | PGBD1 | PGBD2 | PGBD4 | PGD | PGF | PGGHG | PGGT1B | PGK1 | PGLS | PGLYRP2 | PGM1 | PGM2 | PGM2L1 | PGM3 | PGP | PGPEP1 | PGRMC1 | PGRMC2 | PGS1 | PHACTR1 | PHACTR2 | PHACTR4 | PHAX | PHB | PHB2 | PHBP19 | PHC1 | PHC2 | PHC3 | PHETA1 | PHETA2 | PHEX | PHF1 | PHF10 | PHF11 | PHF12 | PHF13 | PHF14 | PHF19 | PHF2 | PHF20 | PHF20L1 | PHF21A | PHF23 | PHF3 | PHF5A | PHF6 | PHF7 | PHF8 | PHGDH | PHIP | PHKA2 | PHKB | PHKG1 | PHKG2 | PHLDA1 | PHLDA2 | PHLDA3 | PHLDB1 | PHLDB2 | PHLDB3 | PHLPP1 | PHLPP2 | PHOSPHO2 | PHPT1 | PHRF1 | PHTF1 | PHTF2 | PHYH | PHYHD1 | PHYKPL | PI16 | PI4K2A | PI4K2B | PI4KA | PI4KAP2 | PI4KB | PIANP | PIAS1 | PIAS2 | PIAS3 | PIAS4 | PIBF1 | PICALM | PICK1 | PID1 | PIDD1 | PIEZO1 | PIF1 | PIFO | PIGA | PIGB | PIGBOS1 | PIGC | PIGF | PIGG | PIGH | PIGK | PIGL | PIGM | PIGN | PIGO | PIGP | PIGQ | PIGS | PIGT | PIGU | PIGV | PIGW | PIGX | PIGZ | PIH1D1 | PIK3AP1 | PIK3C2A | PIK3C2B | PIK3C3 | PIK3CA | PIK3CB | PIK3CD | PIK3CD-AS1 | PIK3CD-AS2 | PIK3CG | PIK3IP1 | PIK3IP1-AS1 | PIK3R1 | PIK3R2 | PIK3R3 | PIK3R4 | PIK3R5 | PIK3R6 | PIKFYVE | PILRA | PILRB | PIM1 | PIM2 | PIM3 | PIN1 | PIN4 | PIN4P1 | PINK1 | PINK1-AS | PINLYP | PINX1-1 | PIP4K2A | PIP4K2B | PIP4K2C | PIP4P1 | PIP4P2 | PIP5K1A | PIP5K1B | PIP5K1C | PIP5KL1 | PIPOX | PIR | PISD | PITHD1 | PITPNA | PITPNA-AS1 | PITPNB | PITPNC1 | PITPNM1 | PITPNM2 | PITRM1 | PITRM1-AS1 | PITX1 | PIWIL2 | PIWIL4 | PJA1 | PJA2 | PJVK | PKD1 | PKD1P1-1 | PKD1P6 | PKD2 | PKD2L1 | PKD2L2 | PKHD1L1 | PKIA | PKIB | PKIG | PKM | PKN1 | PKN2 | PKN3 | PKNOX1 | PKP2 | PKP4 | PLA1A | PLA2G12A | PLA2G15 | PLA2G16 | PLA2G2D | PLA2G4A | PLA2G4C | PLA2G6 | PLA2G7 | PLAA | PLAC8 | PLAG1 | PLAGL1 | PLAGL2 | PLAT | PLAU | PLAUR | PLB1 | PLBD1 | PLBD1-AS1 | PLBD2 | PLCB1 | PLCB2 | PLCB3 | PLCD1 | PLCD3 | PLCE1 | PLCG1 | PLCG2 | PLCH2 | PLCL1 | PLCL2 | PLCXD1 | PLCXD2 | PLD1 | PLD2 | PLD3 | PLD4 | PLD5 | PLD6 | PLEC | PLEK | PLEK2 | PLEKHA1 | PLEKHA2 | PLEKHA3 | PLEKHA3P1 | PLEKHA4 | PLEKHA5 | PLEKHA7 | PLEKHA8 | PLEKHA8P1 | PLEKHB1 | PLEKHB2 | PLEKHD1 | PLEKHF1 | PLEKHF2 | PLEKHG1 | PLEKHG2 | PLEKHG3 | PLEKHG4 | PLEKHG5 | PLEKHG6 | PLEKHG7 | PLEKHH1 | PLEKHH2 | PLEKHH3 | PLEKHJ1 | PLEKHM1 | PLEKHM1P1 | PLEKHM2 | PLEKHM3 | PLEKHN1 | PLEKHO1 | PLEKHO2 | PLGRKT | PLIN2 | PLIN3 | PLIN5 | PLK1 | PLK2 | PLK3 | PLK4 | PLLP | PLOD1 | PLOD2 | PLOD3 | PLP2 | PLPBP | PLPP1 | PLPP2 | PLPP3 | PLPP5 | PLPP6 | PLPP7 | PLPPR2 | PLRG1 | PLS1 | PLSCR1 | PLSCR3 | PLSCR4 | PLTP | PLXDC1 | PLXDC2 | PLXNA1 | PLXNA2 | PLXNA3 | PLXNA4 | PLXNB2 | PLXNC1 | PLXND1 | PM20D2 | PMAIP1 | PMCH | PMEPA1 | PMF1 | PMFBP1 | PML | PMM1 | PMM2 | PMP22 | PMPCA | PMPCB | PMS1 | PMS2 | PMS2CL | PMS2P1 | PMS2P10 | PMS2P3 | PMS2P4 | PMS2P5 | PMS2P7 | PMVK | PNISR | PNKD | PNKP | PNMA1 | PNMA3 | PNMA5 | PNMA8B | PNN | PNO1 | PNOC | PNP | PNPLA2 | PNPLA4 | PNPLA6 | PNPLA7 | PNPLA8 | PNPO | PNPT1 | PNRC1 | PNRC2 | POC1A | POC1B | POC1B-AS1 | POC5 | PODN | PODXL | PODXL2 | POF1B | POFUT1 | POFUT2 | POGK | POGLUT1 | POGZ | POLA1 | POLA2 | POLB | POLD1 | POLD2 | POLD3 | POLD4 | POLDIP2 | POLDIP3 | POLE | POLE2 | POLE3 | POLE4 | POLG | POLG2 | POLH | POLI | POLK | POLL | POLM | POLN | POLQ | POLR1A | POLR1B | POLR1C | POLR1D | POLR1E | POLR2A | POLR2B | POLR2C | POLR2D | POLR2E | POLR2F | POLR2G | POLR2H | POLR2I | POLR2J | POLR2J2 | POLR2J3 | POLR2J3-1 | POLR2J4 | POLR2J4-1 | POLR2K | POLR2L | POLR2M | POLR3A | POLR3B | POLR3C | POLR3D | POLR3DP1 | POLR3E | POLR3F | POLR3G | POLR3GL | POLR3H | POLR3K | POLRMT | POM121 | POM121C | POMC | POMGNT1 | POMGNT2 | POMK | POMP | POMT1 | POMT2 | POMZP3 | PON2 | POP1 | POP4 | POP5 | POP7 | POPDC2 | POR | PORCN | POT1 | POT1-AS1 | POU2AF1 | POU2F1 | POU2F2 | POU3F1 | POU5F1 | POU5F1B | POU5F1P4 | POU5F2 | POU6F1 | PPA1 | PPA2 | PPAN | PPARA | PPARD | PPARG | PPARGC1B | PPAT | PPBP | PPCDC | PPCS | PPDPF | PPFIA1 | PPFIA3 | PPFIA4 | PPFIBP1 | PPFIBP2 | PPHLN1 | PPIA | PPIAL4G | PPIAP2 | PPIAP22 | PPIAP30 | PPIAP41 | PPIAP45 | PPIAP51 | PPIAP72 | PPIB | PPIC | PPID | PPIE | PPIEL | PPIF | PPIG | PPIH | PPIL1 | PPIL2 | PPIL3 | PPIL4 | PPIL6 | PPIP5K1 | PPIP5K2 | PPL | PPM1A | PPM1B | PPM1D | PPM1F | PPM1G | PPM1H | PPM1J | PPM1K | PPM1L | PPM1M | PPM1N | PPME1 | PPOX | PPP1CA | PPP1CB | PPP1CC | PPP1R10 | PPP1R11 | PPP1R12A | PPP1R12A-AS1 | PPP1R12B | PPP1R12C | PPP1R13B | PPP1R13L | PPP1R14A | PPP1R14B | PPP1R14BP3 | PPP1R15A | PPP1R15B | PPP1R16A | PPP1R16B | PPP1R18 | PPP1R2 | PPP1R21 | PPP1R26 | PPP1R32 | PPP1R35 | PPP1R37 | PPP1R3B | PPP1R3D | PPP1R3E | PPP1R3F | PPP1R3G | PPP1R7 | PPP1R8 | PPP1R9A | PPP1R9B | PPP2CA | PPP2CB | PPP2R1A | PPP2R1B | PPP2R2A | PPP2R2B | PPP2R2D | PPP2R3A | PPP2R3B | PPP2R3C | PPP2R5A | PPP2R5B | PPP2R5C | PPP2R5D | PPP2R5E | PPP3CA | PPP3CB | PPP3CB-AS1 | PPP3CC | PPP3R1 | PPP4C | PPP4R1 | PPP4R1L | PPP4R2 | PPP4R3A | PPP4R3B | PPP4R4 | PPP5C | PPP5D1 | PPP6C | PPP6R1 | PPP6R2 | PPP6R3 | PPRC1 | PPT1 | PPT2 | PPT2-EGFL8 | PPTC7 | PPWD1 | PQBP1 | PQLC1 | PQLC2 | PQLC3 | PRADC1 | PRAF2 | PRAG1 | PRAL | PRAM1 | PRC1 | PRCC | PRCD | PRCP | PRDM1 | PRDM10 | PRDM11 | PRDM15 | PRDM2 | PRDM4 | PRDM5 | PRDM8 | PRDX1 | PRDX2 | PRDX3 | PRDX4 | PRDX5 | PRDX6 | PREB | PRELID1 | PRELID2 | PRELID3A | PRELID3B | PREP | PREPL | PREX1 | PRF1 | PRG4 | PRH1 | PRICKLE1 | PRICKLE3 | PRIM1 | PRIM2 | PRIMPOL | PRKAA1 | PRKAB1 | PRKAB2 | PRKACA | PRKACB | PRKAG1 | PRKAG2 | PRKAG2-AS1 | PRKAR1A | PRKAR1B | PRKAR2A | PRKAR2A-AS1 | PRKAR2B | PRKCA | PRKCB | PRKCD | PRKCE | PRKCH | PRKCI | PRKCQ | PRKCQ-AS1 | PRKCSH | PRKCZ | PRKD2 | PRKD3 | PRKDC | PRKG2 | PRKN | PRKRA | PRKRIP1 | PRKX | PRKY | PRLR | PRMT1 | PRMT2 | PRMT3 | PRMT5 | PRMT6 | PRMT7 | PRMT9 | PRNCR1 | PRNP | PRO1804 | PROB1 | PROC | PROCA1 | PROCR | PROK2 | PRORSD1P | PROS1 | PROSER1 | PROSER2 | PROSER3 | PRPF18 | PRPF19 | PRPF3 | PRPF31 | PRPF38A | PRPF38B | PRPF39 | PRPF4 | PRPF40A | PRPF40B | PRPF4B | PRPF6 | PRPF8 | PRPS1 | PRPS2 | PRPSAP1 | PRPSAP2 | PRR11 | PRR12 | PRR13 | PRR13P5 | PRR14 | PRR14L | PRR16 | PRR22 | PRR29 | PRR29-AS1 | PRR3 | PRR33 | PRR34 | PRR34-AS1 | PRR5 | PRR5L | PRR7 | PRR7-AS1 | PRRC1 | PRRC2A | PRRC2B | PRRC2C | PRRG1 | PRRG2 | PRRG3 | PRRG4 | PRRT1 | PRRT2 | PRRT3 | PRSS16 | PRSS21 | PRSS23 | PRSS27 | PRSS30P | PRSS35 | PRSS36 | PRSS40A | PRUNE1 | PRUNE2 | PRX | PRXL2A | PRXL2B | PRXL2C | PSAP | PSAT1 | PSD | PSD3 | PSD4 | PSEN1 | PSEN2 | PSENEN | PSIP1 | PSKH1 | PSMA1 | PSMA2 | PSMA3 | PSMA3-AS1 | PSMA4 | PSMA5 | PSMA6 | PSMA6P1 | PSMA7 | PSMA8 | PSMB1 | PSMB10 | PSMB2 | PSMB3 | PSMB4 | PSMB5 | PSMB6 | PSMB7 | PSMB8 | PSMB8-AS1 | PSMB9 | PSMC1 | PSMC1P1 | PSMC2 | PSMC3 | PSMC3IP | PSMC4 | PSMC5 | PSMC6 | PSMD1 | PSMD10 | PSMD11 | PSMD12 | PSMD13 | PSMD14 | PSMD2 | PSMD3 | PSMD4 | PSMD5 | PSMD6 | PSMD6-AS1 | PSMD6-AS2 | PSMD7 | PSMD8 | PSMD9 | PSME1 | PSME2 | PSME2P2 | PSME3 | PSME4 | PSMF1 | PSMG1 | PSMG2 | PSMG3 | PSMG3-AS1 | PSMG4 | PSPC1 | PSPH | PSPHP1 | PSPN | PSRC1 | PSTK | PSTPIP1 | PSTPIP2 | PTAFR | PTAR1 | PTBP1 | PTBP2 | PTBP3 | PTCD1 | PTCD2 | PTCD3 | PTCH1 | PTCH2 | PTCRA | PTDSS1 | PTDSS2 | PTEN | PTENP1 | PTER | PTGDR | PTGDR2 | PTGDS | PTGER2 | PTGER3 | PTGER4 | PTGES2 | PTGES2-AS1 | PTGES3 | PTGES3P1 | PTGES3P2 | PTGFRN | PTGIR | PTGR1 | PTGR2 | PTGS1 | PTGS2 | PTK2 | PTK2B | PTK6 | PTK7 | PTMA | PTMAP2 | PTMAP4 | PTMAP5 | PTMS | PTOV1 | PTOV1-AS1 | PTP4A2 | PTP4A3 | PTPA | PTPDC1 | PTPMT1 | PTPN1 | PTPN11 | PTPN12 | PTPN13 | PTPN14 | PTPN18 | PTPN2 | PTPN20 | PTPN22 | PTPN23 | PTPN4 | PTPN6 | PTPN7 | PTPN9 | PTPRA | PTPRC | PTPRE | PTPRF | PTPRJ | PTPRK | PTPRM | PTPRN2 | PTPRO | PTPRS | PTRH1 | PTRH2 | PTRHD1 | PTS | PTTG1 | PTTG1IP | PTTG2 | PTX3 | PUDP | PUF60 | PUM1 | PUM2 | PUM3 | PURA | PURB | PUS1 | PUS10 | PUS3 | PUS7 | PUS7L | PUSL1 | PVR | PVRIG | PVT1 | PWAR5 | PWAR6 | PWP1 | PWP2 | PWWP2A | PWWP2B | PXDC1 | PXK | PXMP2 | PXMP4 | PXN | PXN-AS1 | PXYLP1 | PYCARD | PYCARD-AS1 | PYCR1 | PYCR2 | PYCR3 | PYGB | PYGL | PYGM | PYGO2 | PYHIN1 | PYM1 | PYROXD1 | PYROXD2 | PYURF | PZP | QARS | QDPR | QKI | QPCT | QPCTL | QPRT | QRICH1 | QRICH2 | QRSL1 | QSER1 | QSOX1 | QSOX2 | QTRT1 | QTRT2 | R3HCC1 | R3HCC1L | R3HDM1 | R3HDM2 | R3HDM4 | RAB10 | RAB11A | RAB11B | RAB11B-AS1 | RAB11FIP1 | RAB11FIP1P1 | RAB11FIP2 | RAB11FIP3 | RAB11FIP4 | RAB11FIP5 | RAB12 | RAB13 | RAB14 | RAB15 | RAB18 | RAB19 | RAB1A | RAB1B | RAB20 | RAB21 | RAB22A | RAB23 | RAB24 | RAB25 | RAB27A | RAB27B | RAB28 | RAB29 | RAB2A | RAB2B | RAB30 | RAB30-AS1 | RAB31 | RAB32 | RAB33A | RAB33B | RAB34 | RAB35 | RAB37 | RAB38 | RAB39A | RAB39B | RAB3A | RAB3D | RAB3GAP1 | RAB3GAP2 | RAB3IL1 | RAB3IP | RAB40B | RAB40C | RAB42 | RAB43 | RAB4A | RAB4B | RAB5A | RAB5B | RAB5C | RAB5IF | RAB6A | RAB6B | RAB7A | RAB7B | RAB8A | RAB8B | RAB9A | RAB9B | RABAC1 | RABEP1 | RABEP2 | RABEPK | RABGAP1 | RABGAP1L | RABGAP1L-IT1 | RABGEF1 | RABGGTA | RABGGTB | RABIF | RABL2A | RABL2B | RABL3 | RABL6 | RAC1 | RAC1P2 | RAC2 | RAC3 | RACGAP1 | RACK1 | RAD1 | RAD17 | RAD17P2 | RAD18 | RAD21 | RAD21-AS1 | RAD23A | RAD23B | RAD50 | RAD51-AS1 | RAD51AP1 | RAD51AP1P1 | RAD51B | RAD51C | RAD51D | RAD52 | RAD54B | RAD54L2 | RAD9A | RAD9B | RAE1 | RAF1 | RAG1 | RAI1 | RAI14 | RAI2 | RALA | RALB | RALBP1 | RALGAPA1 | RALGAPA1P1 | RALGAPA2 | RALGAPB | RALGDS | RALGPS1 | RALGPS2 | RALY | RALY-AS1 | RAMAC | RAMACL | RAMP1 | RAMP2-AS1 | RAN | RANBP1 | RANBP10 | RANBP17 | RANBP2 | RANBP3 | RANBP6 | RANBP9 | RANGAP1 | RANGRF | RAP1A | RAP1B | RAP1GAP2 | RAP1GDS1 | RAP2A | RAP2B | RAP2C | RAP2C-AS1 | RAPGEF1 | RAPGEF2 | RAPGEF5 | RAPGEF6 | RAPGEFL1 | RAPH1 | RAPSN | RARA | RARA-AS1 | RARB | RARG | RARRES1 | RARRES3 | RARS | RARS2 | RASA1 | RASA2 | RASA2-IT1 | RASA3 | RASA4 | RASA4B | RASA4CP | RASAL1 | RASAL2 | RASAL3 | RASGEF1A | RASGEF1B | RASGRF1 | RASGRF2 | RASGRF2-AS1 | RASGRP1 | RASGRP2 | RASGRP3 | RASGRP4 | RASL10A | RASL11A | RASSF1 | RASSF1-AS1 | RASSF2 | RASSF3 | RASSF4 | RASSF5 | RASSF6 | RASSF7 | RASSF8 | RASSF8-AS1 | RAVER1 | RAVER2 | RB1 | RB1-DT | RB1CC1 | RBAK | RBBP4 | RBBP5 | RBBP6 | RBBP7 | RBBP8 | RBBP9 | RBCK1 | RBFA | RBFADN | RBFOX2 | RBFOX3 | RBKS | RBL1 | RBL2 | RBM10 | RBM11 | RBM12 | RBM12B | RBM14 | RBM14-RBM4 | RBM15 | RBM15-AS1 | RBM15B | RBM17 | RBM17P4 | RBM18 | RBM19 | RBM22 | RBM22P2 | RBM23 | RBM25 | RBM26 | RBM26-AS1 | RBM27 | RBM28 | RBM3 | RBM33 | RBM34 | RBM38 | RBM39 | RBM4 | RBM41 | RBM42 | RBM43 | RBM43P1 | RBM44 | RBM45 | RBM46 | RBM47 | RBM48 | RBM4B | RBM5 | RBM5-AS1 | RBM6 | RBM7 | RBM8A | RBMS1 | RBMS2 | RBMX | RBMX2 | RBMX2P3 | RBMXL1 | RBP1 | RBP7 | RBPJ | RBPMS | RBSN | RBX1 | RC3H1 | RC3H1-IT1 | RC3H2 | RCAN1 | RCAN2 | RCAN3 | RCBTB1 | RCBTB2 | RCC1 | RCC1L | RCC2 | RCCD1 | RCE1 | RCHY1 | RCL1 | RCN1 | RCN1P2 | RCN2 | RCN3 | RCOR1 | RCOR3 | RCSD1 | RDH10 | RDH11 | RDH13 | RDH14 | RDH16 | RDH5 | RDM1 | RDX | REC8 | RECK | RECQL | RECQL4 | RECQL5 | REEP1 | REEP3 | REEP4 | REEP5 | REEP6 | REG4 | REL | RELA | RELB | RELCH | RELL1 | RELL2 | RELT | REM2 | RENBP | REPIN1 | REPS1 | REPS2 | RER1 | RERE | REST | RETN | RETREG1 | RETREG2 | RETREG3 | RETSAT | REV1 | REV3L | REX1BD | REXO1 | REXO2 | REXO4 | REXO5 | RF00003 | RF00003-10 | RF00003-11 | RF00003-2 | RF00003-4 | RF00003-7 | RF00003-9 | RF00012-39 | RF00012-42 | RF00017 | RF00017-100 | RF00017-114 | RF00017-121 | RF00017-133 | RF00017-150 | RF00017-166 | RF00017-28 | RF00017-44 | RF00017-45 | RF00017-50 | RF00017-55 | RF00017-56 | RF00017-65 | RF00017-67 | RF00017-68 | RF00017-71 | RF00017-76 | RF00017-8 | RF00017-87 | RF00017-93 | RF00017-95 | RF00017-97 | RF00019-120 | RF00019-133 | RF00019-146 | RF00019-191 | RF00019-331 | RF00019-380 | RF00019-400 | RF00019-527 | RF00019-542 | RF00019-601 | RF00019-666 | RF00019-750 | RF00045-2 | RF00090-2 | RF00100-4 | RF00139 | RF00156-19 | RF00191 | RF00272-2 | RF00322-23 | RF00402-6 | RF00409-1 | RF00409-2 | RF00410-2 | RF00413-1 | RF01225-1 | RF01241-2 | RF01948 | RF02271-14 | RF02271-15 | RF02271-6 | RFC1 | RFC2 | RFC3 | RFC4 | RFC5 | RFESD | RFFL | RFK | RFLNB | RFNG | RFPL1S | RFT1 | RFTN1 | RFTN2 | RFWD3 | RFX1 | RFX2 | RFX3 | RFX3-AS1 | RFX5 | RFX7 | RFXANK | RFXAP | RGCC | RGL1 | RGL2 | RGL4 | RGMB | RGP1 | RGPD2 | RGPD5 | RGPD8 | RGS1 | RGS10 | RGS12 | RGS14 | RGS16 | RGS17 | RGS17P1 | RGS18 | RGS19 | RGS2 | RGS3 | RGS5 | RGS5-1 | RGS9 | RHBDD1 | RHBDD2 | RHBDD3 | RHBDF2 | RHBDL1 | RHBDL2 | RHD | RHEB | RHEBL1 | RHEX | RHNO1 | RHOA | RHOB | RHOBTB1 | RHOBTB2 | RHOBTB3 | RHOC | RHOD | RHOF | RHOG | RHOH | RHOQ | RHOQP1 | RHOQP3 | RHOT1 | RHOT2 | RHOU | RHPN1 | RHPN2 | RIC1 | RIC3 | RIC8A | RIC8B | RICTOR | RIDA | RIF1 | RILP | RILPL1 | RILPL2 | RIMBP3C | RIMKLA | RIMKLB | RIMKLBP2 | RIMS3 | RIN1 | RIN2 | RIN3 | RING1 | RINL | RINT1 | RIOK1 | RIOK2 | RIOK3 | RIOX1 | RIOX2 | RIPK1 | RIPK2 | RIPK3 | RIPOR1 | RIPOR2 | RIPOR3 | RIT1 | RITA1 | RLF | RLIM | RLIMP1 | RLIMP2 | RLN1 | RLN2 | RMC1 | RMDN1 | RMDN2 | RMDN3 | RMI1 | RMI2 | RMND1 | RMND5A | RMND5B | RMRP | RN7SKP127 | RN7SKP151 | RN7SKP16 | RN7SKP163 | RN7SKP292 | RN7SKP30 | RN7SKP38 | RN7SKP95 | RN7SL105P | RN7SL118P | RN7SL130P | RN7SL138P | RN7SL141P | RN7SL166P | RN7SL172P | RN7SL174P | RN7SL180P | RN7SL2 | RN7SL200P | RN7SL220P | RN7SL230P | RN7SL233P | RN7SL239P | RN7SL23P | RN7SL242P | RN7SL246P | RN7SL263P | RN7SL273P | RN7SL280P | RN7SL285P | RN7SL288P | RN7SL306P | RN7SL329P | RN7SL32P | RN7SL336P | RN7SL337P | RN7SL364P | RN7SL368P | RN7SL378P | RN7SL385P | RN7SL388P | RN7SL398P | RN7SL430P | RN7SL442P | RN7SL452P | RN7SL473P | RN7SL47P | RN7SL481P | RN7SL49P | RN7SL505P | RN7SL521P | RN7SL530P | RN7SL531P | RN7SL558P | RN7SL559P | RN7SL55P | RN7SL566P | RN7SL574P | RN7SL577P | RN7SL587P | RN7SL589P | RN7SL600P | RN7SL608P | RN7SL610P | RN7SL612P | RN7SL629P | RN7SL653P | RN7SL674P | RN7SL688P | RN7SL698P | RN7SL735P | RN7SL743P | RN7SL748P | RN7SL749P | RN7SL756P | RN7SL76P | RN7SL798P | RN7SL809P | RN7SL812P | RN7SL827P | RN7SL832P | RN7SL834P | RN7SL842P | RN7SL846P | RNA5SP151 | RNA5SP383 | RNA5SP450 | RNASE1 | RNASE2 | RNASE4 | RNASE6 | RNASEH1 | RNASEH1-AS1 | RNASEH2A | RNASEH2B | RNASEH2B-AS1 | RNASEH2C | RNASEK | RNASEK-C17ORF49 | RNASEL | RNASET2 | RND1 | RND2 | RNF10 | RNF103 | RNF11 | RNF111 | RNF113A | RNF114 | RNF115 | RNF121 | RNF122 | RNF123 | RNF125 | RNF126 | RNF13 | RNF130 | RNF135 | RNF138 | RNF139 | RNF139-AS1 | RNF14 | RNF141 | RNF144A | RNF144A-AS1 | RNF144B | RNF145 | RNF146 | RNF149 | RNF157 | RNF157-AS1 | RNF165 | RNF166 | RNF167 | RNF168 | RNF169 | RNF170 | RNF175 | RNF181 | RNF185 | RNF187 | RNF19A | RNF19B | RNF2 | RNF20 | RNF207 | RNF208 | RNF212 | RNF213 | RNF214 | RNF215 | RNF216 | RNF216P1 | RNF217 | RNF217-AS1 | RNF219 | RNF220 | RNF227 | RNF24 | RNF25 | RNF26 | RNF31 | RNF32 | RNF34 | RNF38 | RNF4 | RNF40 | RNF41 | RNF43 | RNF44 | RNF5 | RNF6 | RNF7 | RNF8 | RNFT1 | RNFT1-DT | RNFT2 | RNGTT | RNH1 | RNLS | RNMT | RNPC3 | RNPEP | RNPEPL1 | RNPS1 | RNU1-103P | RNU1-106P | RNU1-120P | RNU1-122P | RNU1-124P | RNU1-134P | RNU1-13P | RNU1-16P | RNU1-61P | RNU1-67P | RNU2-27P | RNU2-63P | RNU2-68P | RNU4-1 | RNU4-2 | RNU4-40P | RNU4-62P | RNU4ATAC | RNU5A-1 | RNU5A-3P | RNU5B-1 | RNU5D-1 | RNU5E-4P | RNU5F-1 | RNU6-118P | RNU6-1190P | RNU6-1237P | RNU6-238P | RNU6-275P | RNU6-44P | RNU6-890P | RNU6-892P | RNU6-946P | RNU6ATAC | RNU6ATAC24P | RNU6ATAC39P | RNVU1-15 | RNVU1-19 | RNVU1-4 | RNVU1-6 | RNY1 | RNY4 | ROBO1 | ROBO3 | ROCK1 | ROCK2 | ROGDI | ROM1 | ROMO1 | ROPN1L | ROR1 | RORA | RORA-AS1 | RORB | RORC | RP2 | RP9 | RP9P | RPA1 | RPA2 | RPA3 | RPA4 | RPAIN | RPAP1 | RPAP2 | RPAP3 | RPARP-AS1 | RPE | RPF1 | RPF2 | RPGR | RPGRIP1L | RPH3AL | RPIA | RPL10 | RPL10A | RPL10AP2 | RPL10AP6 | RPL10P12 | RPL10P15 | RPL10P16 | RPL10P19 | RPL10P3 | RPL10P6 | RPL10P9 | RPL11 | RPL11P3 | RPL12 | RPL12P21 | RPL12P29 | RPL12P4 | RPL13 | RPL13A | RPL13AP25 | RPL13AP5 | RPL13AP6 | RPL13P12 | RPL13P5 | RPL14 | RPL14P1 | RPL15 | RPL15P14 | RPL17 | RPL17-C18ORF32 | RPL17P34 | RPL17P36 | RPL17P40 | RPL17P50 | RPL18 | RPL18A | RPL18AP3 | RPL18AP7 | RPL18P10 | RPL19 | RPL21 | RPL21P1 | RPL21P10 | RPL21P106 | RPL21P119 | RPL21P121 | RPL21P123 | RPL21P32 | RPL21P40 | RPL21P44 | RPL21P7 | RPL21P75 | RPL21P90 | RPL21P99 | RPL22 | RPL22L1 | RPL22P1 | RPL22P2 | RPL23 | RPL23A | RPL23AP42 | RPL23AP53 | RPL23AP7 | RPL23AP74 | RPL23AP82 | RPL23AP87 | RPL23P2 | RPL24 | RPL24P2 | RPL24P4 | RPL24P8 | RPL26 | RPL26L1 | RPL26P19 | RPL26P27 | RPL26P35 | RPL26P6 | RPL27 | RPL27A | RPL27AP | RPL28 | RPL29 | RPL29P14 | RPL3 | RPL30 | RPL30P11 | RPL30P4 | RPL31 | RPL31P47 | RPL31P52 | RPL31P61 | RPL32 | RPL32P1 | RPL32P3 | RPL34 | RPL34-AS1 | RPL34P18 | RPL34P27 | RPL34P6 | RPL35 | RPL35A | RPL35AP32 | RPL35P2 | RPL35P5 | RPL36 | RPL36A | RPL36AL | RPL36AP13 | RPL37 | RPL37A | RPL37P2 | RPL37P23 | RPL37P6 | RPL38 | RPL38P4 | RPL39 | RPL39L | RPL39P26 | RPL39P3 | RPL3P4 | RPL4 | RPL41 | RPL41P2 | RPL4P1 | RPL4P4 | RPL4P6 | RPL5 | RPL5P1 | RPL5P11 | RPL5P12 | RPL5P13 | RPL5P17 | RPL5P34 | RPL5P4 | RPL5P5 | RPL5P9 | RPL6 | RPL6P24 | RPL6P27 | RPL6P8 | RPL7 | RPL7A | RPL7AP30 | RPL7AP6 | RPL7AP60 | RPL7AP66 | RPL7L1 | RPL7P18 | RPL7P32 | RPL7P49 | RPL7P52 | RPL7P60 | RPL7P7 | RPL7P9 | RPL8 | RPL9 | RPL9P3 | RPL9P32 | RPL9P9 | RPLP0 | RPLP0P2 | RPLP0P6 | RPLP1 | RPLP1P6 | RPLP2 | RPN1 | RPN2 | RPP14 | RPP21 | RPP25 | RPP25L | RPP30 | RPP38 | RPP40 | RPRD1A | RPRD1B | RPRD2 | RPRM | RPS10 | RPS10P16 | RPS10P7 | RPS11 | RPS11P5 | RPS12 | RPS12P26 | RPS13 | RPS13P2 | RPS14 | RPS14P4 | RPS15 | RPS15A | RPS15AP1 | RPS15AP10 | RPS15AP11 | RPS15AP16 | RPS15AP24 | RPS15AP29 | RPS15AP30 | RPS15AP38 | RPS15AP6 | RPS16 | RPS17 | RPS18 | RPS18P9 | RPS19 | RPS19BP1 | RPS19P1 | RPS19P3 | RPS2 | RPS20 | RPS20P14 | RPS20P15 | RPS20P22 | RPS21 | RPS21P4 | RPS23 | RPS23P6 | RPS23P8 | RPS24 | RPS25 | RPS26 | RPS26P21 | RPS26P42 | RPS26P47 | RPS26P8 | RPS27 | RPS27A | RPS27AP11 | RPS27AP12 | RPS27AP16 | RPS27L | RPS28 | RPS28P7 | RPS29 | RPS29P14 | RPS29P16 | RPS29P19 | RPS29P20 | RPS2P28 | RPS2P32 | RPS2P36 | RPS2P44 | RPS2P45 | RPS2P46 | RPS2P5 | RPS3 | RPS3A | RPS3AP12 | RPS3AP26 | RPS3AP29 | RPS3AP34 | RPS3AP38 | RPS3AP43 | RPS3AP5 | RPS3AP6 | RPS4X | RPS4XP1 | RPS4XP11 | RPS4XP16 | RPS4XP6 | RPS4Y1 | RPS5 | RPS5P2 | RPS6 | RPS6KA1 | RPS6KA2 | RPS6KA3 | RPS6KA4 | RPS6KA5 | RPS6KB1 | RPS6KB2 | RPS6KB2-AS1 | RPS6KC1 | RPS6KL1 | RPS6P25 | RPS7 | RPS7P1 | RPS7P10 | RPS7P15 | RPS7P3 | RPS7P7 | RPS8 | RPS9 | RPSA | RPSAP16 | RPSAP18 | RPSAP21 | RPSAP36 | RPSAP58 | RPSAP6 | RPTOR | RPUSD1 | RPUSD2 | RPUSD3 | RPUSD4 | RRAGA | RRAGB | RRAGC | RRAGD | RRAS | RRAS2 | RRBP1 | RREB1 | RRM1 | RRM2 | RRM2B | RRN3 | RRN3P1 | RRN3P2 | RRN3P3 | RRNAD1 | RRP1 | RRP12 | RRP15 | RRP1B | RRP36 | RRP7A | RRP7BP | RRP8 | RRP9 | RRS1 | RRS1-AS1 | RSAD1 | RSAD2 | RSBN1 | RSBN1L | RSF1 | RSF1-IT1 | RSF1-IT2 | RSL1D1 | RSL24D1 | RSPH3 | RSPRY1 | RSRC1 | RSRC2 | RSRP1 | RSU1 | RTCA | RTCA-AS1 | RTCB | RTF1 | RTF2 | RTKN | RTKN2 | RTL10 | RTL5 | RTL6 | RTL8A | RTL8B | RTL8C | RTN1 | RTN2 | RTN3 | RTN4 | RTN4IP1 | RTN4R | RTN4RL2 | RTP4 | RTRAF | RTTN | RUBCN | RUBCNL | RUFY1 | RUFY2 | RUFY3 | RUFY4 | RUNDC1 | RUNDC3B | RUNX1 | RUNX2 | RUNX2-AS1 | RUNX3 | RUSC1 | RUSC1-AS1 | RUSC2 | RUVBL1 | RUVBL2 | RWDD1 | RWDD2A | RWDD2B | RWDD3 | RWDD4 | RWDD4P1 | RXRA | RXRB | RXYLT1 | RYBP | RYK | RYR1 | RYR3 | S100A10 | S100A11 | S100A12 | S100A13 | S100A2 | S100A4 | S100A5 | S100A6 | S100A8 | S100A9 | S100B | S100P | S100PBP | S100Z | S1PR1 | S1PR2 | S1PR3 | S1PR4 | S1PR5 | SAAL1 | SAC3D1 | SACM1L | SACS | SAE1 | SAFB | SAFB2 | SALL2 | SAMD1 | SAMD10 | SAMD12 | SAMD13 | SAMD3 | SAMD4A | SAMD4B | SAMD8 | SAMD9 | SAMD9L | SAMHD1 | SAMM50 | SAMMSON | SAMSN1 | SAP130 | SAP18 | SAP25 | SAP30 | SAP30BP | SAP30L | SAP30L-AS1 | SAPCD2 | SAR1A | SAR1B | SARAF | SARDH | SARM1 | SARNP | SARS | SARS2 | SART1 | SART3 | SASH1 | SASH3 | SASS6 | SAT1 | SAT2 | SATB1 | SATB1-AS1 | SATB2 | SAV1 | SAXO1 | SAXO2 | SAYSD1 | SBDS | SBDSP1 | SBF1 | SBF2 | SBF2-AS1 | SBK1 | SBNO1 | SBNO2 | SBSPON | SC5D | SCAANT1 | SCAF1 | SCAF11 | SCAF4 | SCAF8 | SCAI | SCAMP1 | SCAMP1-AS1 | SCAMP2 | SCAMP3 | SCAMP4 | SCAND1 | SCAND2P | SCAP | SCAPER | SCARB1 | SCARB2 | SCARF1 | SCARNA5 | SCART1 | SCCPDH | SCD | SCD5 | SCFD1 | SCFD2 | SCG3 | SCIMP | SCIN | SCLT1 | SCLY | SCMH1 | SCML1 | SCML2 | SCML4 | SCN1B | SCN3A | SCN9A | SCNM1 | SCNN1A | SCNN1D | SCO1 | SCOC | SCOC-AS1 | SCP2 | SCPEP1 | SCRG1 | SCRIB | SCRN1 | SCRN2 | SCRN3 | SCX | SCYL1 | SCYL2 | SCYL3 | SDAD1 | SDAD1P1 | SDC2 | SDC3 | SDC4 | SDCBP | SDCBP2 | SDCBP2-AS1 | SDCCAG8 | SDE2 | SDF2 | SDF2L1 | SDF4 | SDHA | SDHAF1 | SDHAF2 | SDHAF3 | SDHAF4 | SDHAP1 | SDHAP3 | SDHB | SDHC | SDHD | SDK2 | SDR39U1 | SDR42E1 | SDR42E2 | SDS | SDSL | SEC11A | SEC11C | SEC13 | SEC14L1 | SEC14L1P1 | SEC14L2 | SEC16A | SEC1P | SEC22A | SEC22B | SEC22B4P | SEC22C | SEC23A | SEC23B | SEC23IP | SEC24A | SEC24B | SEC24B-AS1 | SEC24C | SEC24D | SEC31A | SEC31B | SEC61A1 | SEC61A2 | SEC61B | SEC61G | SEC62 | SEC63 | SEC63P1 | SECISBP2 | SECISBP2L | SECTM1 | SEH1L | SEL1L | SEL1L3 | SELENOF | SELENOH | SELENOI | SELENOK | SELENOM | SELENON | SELENOO | SELENOP | SELENOS | SELENOT | SELENOW | SELL | SELP | SELPLG | SEM1 | SEMA3A | SEMA3C | SEMA3E | SEMA3F-AS1 | SEMA4A | SEMA4B | SEMA4C | SEMA4D | SEMA4F | SEMA5A | SEMA6A | SEMA6A-AS1 | SEMA6B | SEMA6C | SEMA7A | SENCR | SENP1 | SENP2 | SENP3 | SENP5 | SENP6 | SENP7 | SENP8 | SEPHS1 | SEPHS2 | SEPSECS | SEPSECS-AS1 | SEPT1 | SEPT10 | SEPT11 | SEPT14 | SEPT2 | SEPT4 | SEPT6 | SEPT7 | SEPT7-AS1 | SEPT7P1 | SEPT7P2 | SEPT8 | SEPT9 | SERAC1 | SERBP1 | SERBP1P3 | SERBP1P5 | SERF1A | SERF1B | SERF2 | SERGEF | SERHL2 | SERINC1 | SERINC2 | SERINC3 | SERINC5 | SERP1 | SERP2 | SERPINA1 | SERPINB1 | SERPINB2 | SERPINB6 | SERPINB8 | SERPINB9 | SERPINB9P1 | SERPINE1 | SERPINE2 | SERPINF1 | SERPINF2 | SERPING1 | SERPINH1 | SERPINI1 | SERTAD1 | SERTAD2 | SERTAD3 | SESN1 | SESN2 | SESN3 | SESTD1 | SET | SETBP1 | SETD1A | SETD1B | SETD2 | SETD3 | SETD4 | SETD5 | SETD6 | SETD7 | SETD9 | SETDB1 | SETDB2 | SETMAR | SETP17 | SETP9 | SETX | SEZ6 | SF1 | SF3A1 | SF3A2 | SF3A3 | SF3B1 | SF3B2 | SF3B3 | SF3B4 | SF3B5 | SF3B6 | SFI1 | SFMBT1 | SFMBT2 | SFPQ | SFR1 | SFRP5 | SFSWAP | SFT2D1 | SFT2D2 | SFT2D3 | SFXN1 | SFXN2 | SFXN3 | SFXN4 | SFXN5 | SGCB | SGCD | SGCE | SGF29 | SGK1 | SGK3 | SGK494 | SGMS1 | SGMS1-AS1 | SGMS2 | SGO1 | SGO1-AS1 | SGO2 | SGPL1 | SGPP1 | SGPP2 | SGSH | SGSM1 | SGSM2 | SGSM3 | SGTA | SGTB | SH2B1 | SH2B2 | SH2B3 | SH2D1A | SH2D1B | SH2D2A | SH2D3A | SH2D3C | SH2D4A | SH3BGRL | SH3BGRL2 | SH3BGRL3 | SH3BP1 | SH3BP2 | SH3BP4 | SH3BP5 | SH3BP5-AS1 | SH3BP5L | SH3D19 | SH3D21 | SH3GL1 | SH3GL1P1 | SH3GLB1 | SH3GLB2 | SH3KBP1 | SH3PXD2A | SH3PXD2B | SH3RF1 | SH3RF3 | SH3TC1 | SH3YL1 | SHARPIN | SHB | SHC1 | SHCBP1 | SHF | SHISA4 | SHISA5 | SHISA8 | SHISAL2A | SHKBP1 | SHLD1 | SHLD2 | SHLD2P1 | SHLD3 | SHMT1 | SHMT2 | SHOC2 | SHPK | SHPRH | SHQ1 | SHROOM1 | SHTN1 | SIAE | SIAH1 | SIAH2 | SIAH3 | SIDT1 | SIDT1-AS1 | SIDT2 | SIGIRR | SIGLEC1 | SIGLEC10 | SIGLEC11 | SIGLEC12 | SIGLEC14 | SIGLEC15 | SIGLEC16 | SIGLEC17P | SIGLEC5 | SIGLEC7 | SIGLEC9 | SIGMAR1 | SIK1 | SIK2 | SIK3 | SIKE1 | SIL1 | SIMC1 | SIN3A | SIN3B | SINHCAF | SIPA1 | SIPA1L1 | SIPA1L2 | SIPA1L3 | SIRPA | SIRPAP1 | SIRPB1 | SIRPB2 | SIRPD | SIRPG | SIRT1 | SIRT2 | SIRT3 | SIRT4 | SIRT5 | SIRT6 | SIRT7 | SIT1 | SIVA1 | SIX5 | SKA1 | SKA2 | SKA3 | SKAP1 | SKAP1-AS1 | SKAP2 | SKI | SKIL | SKIV2L | SKP1 | SKP2 | SLA | SLA2 | SLAIN1 | SLAIN2 | SLAMF1 | SLAMF6 | SLAMF7 | SLAMF8 | SLAMF9 | SLBP | SLC10A3 | SLC10A7 | SLC11A1 | SLC11A2 | SLC12A2 | SLC12A4 | SLC12A5 | SLC12A5-AS1 | SLC12A6 | SLC12A7 | SLC12A8 | SLC12A9 | SLC12A9-AS1 | SLC13A4 | SLC14A1 | SLC14A2 | SLC15A2 | SLC15A3 | SLC15A4 | SLC16A1 | SLC16A1-AS1 | SLC16A10 | SLC16A11 | SLC16A13 | SLC16A3 | SLC16A4 | SLC16A5 | SLC16A6 | SLC16A7 | SLC17A5 | SLC17A9 | SLC18A1 | SLC18B1 | SLC19A1 | SLC19A2 | SLC1A2 | SLC1A3 | SLC1A4 | SLC1A5 | SLC1A7 | SLC20A1 | SLC20A2 | SLC22A15 | SLC22A16 | SLC22A17 | SLC22A18 | SLC22A18AS | SLC22A23 | SLC22A4 | SLC22A5 | SLC23A2 | SLC23A3 | SLC24A1 | SLC24A4 | SLC25A1 | SLC25A10 | SLC25A11 | SLC25A12 | SLC25A13 | SLC25A14 | SLC25A15 | SLC25A16 | SLC25A17 | SLC25A19 | SLC25A20 | SLC25A22 | SLC25A23 | SLC25A24 | SLC25A25 | SLC25A25-AS1 | SLC25A26 | SLC25A27 | SLC25A28 | SLC25A29 | SLC25A3 | SLC25A30 | SLC25A32 | SLC25A33 | SLC25A34 | SLC25A35 | SLC25A36 | SLC25A37 | SLC25A38 | SLC25A39 | SLC25A4 | SLC25A40 | SLC25A42 | SLC25A43 | SLC25A44 | SLC25A45 | SLC25A46 | SLC25A5 | SLC25A5-AS1 | SLC25A51 | SLC25A53 | SLC25A6 | SLC26A1 | SLC26A11 | SLC26A2 | SLC26A4 | SLC26A5 | SLC26A6 | SLC27A1 | SLC27A2 | SLC27A3 | SLC27A4 | SLC27A5 | SLC28A2 | SLC28A3 | SLC29A1 | SLC29A2 | SLC29A3 | SLC29A4 | SLC2A1 | SLC2A1-AS1 | SLC2A11 | SLC2A13 | SLC2A14 | SLC2A3 | SLC2A4RG | SLC2A5 | SLC2A6 | SLC2A8 | SLC2A9 | SLC30A1 | SLC30A4 | SLC30A5 | SLC30A6 | SLC30A7 | SLC30A9 | SLC31A1 | SLC31A2 | SLC33A1 | SLC35A1 | SLC35A2 | SLC35A3 | SLC35A4 | SLC35A5 | SLC35B1 | SLC35B2 | SLC35B3 | SLC35B4 | SLC35C1 | SLC35C2 | SLC35D1 | SLC35D2 | SLC35E1 | SLC35E2A | SLC35E2B | SLC35E3 | SLC35E4 | SLC35F2 | SLC35F3 | SLC35F5 | SLC35F6 | SLC35G1 | SLC35G2 | SLC35G5 | SLC36A1 | SLC36A4 | SLC37A1 | SLC37A2 | SLC37A3 | SLC37A4 | SLC38A1 | SLC38A10 | SLC38A11 | SLC38A2 | SLC38A5 | SLC38A6 | SLC38A7 | SLC38A9 | SLC39A1 | SLC39A10 | SLC39A11 | SLC39A13 | SLC39A14 | SLC39A3 | SLC39A4 | SLC39A6 | SLC39A7 | SLC39A8 | SLC39A9 | SLC3A1 | SLC3A2 | SLC40A1 | SLC41A1 | SLC41A2 | SLC41A3 | SLC43A1 | SLC43A2 | SLC43A3 | SLC44A1 | SLC44A2 | SLC44A5 | SLC45A1 | SLC45A3 | SLC45A4 | SLC46A1 | SLC46A2 | SLC46A3 | SLC47A1 | SLC48A1 | SLC49A3 | SLC4A10 | SLC4A1AP | SLC4A2 | SLC4A4 | SLC4A5 | SLC4A7 | SLC4A8 | SLC50A1 | SLC51A | SLC52A1 | SLC52A2 | SLC5A2 | SLC5A3 | SLC5A5 | SLC5A6 | SLC6A12 | SLC6A16 | SLC6A4 | SLC6A6 | SLC6A8 | SLC7A1 | SLC7A11 | SLC7A11-AS1 | SLC7A5 | SLC7A5P1 | SLC7A6 | SLC7A6OS | SLC7A7 | SLC7A8 | SLC8A1 | SLC8A1-AS1 | SLC8B1 | SLC9A1 | SLC9A3 | SLC9A3-AS1 | SLC9A3R1 | SLC9A3R2 | SLC9A6 | SLC9A7 | SLC9A7P1 | SLC9A8 | SLC9A9 | SLC9B1 | SLC9B2 | SLCO2B1 | SLCO3A1 | SLCO4A1 | SLCO4C1 | SLCO5A1 | SLF1 | SLF2 | SLFN11 | SLFN12 | SLFN12L | SLFN13 | SLFN5 | SLFNL1-AS1 | SLIRP | SLIT1 | SLIT2 | SLITRK4 | SLK | SLMAP | SLTM | SLU7 | SLX1A | SLX4 | SLX4IP | SMAD1 | SMAD2 | SMAD3 | SMAD4 | SMAD5 | SMAD5-AS1 | SMAD6 | SMAD7 | SMAGP | SMAP1 | SMAP2 | SMARCA1 | SMARCA2 | SMARCA4 | SMARCA5 | SMARCAD1 | SMARCAL1 | SMARCB1 | SMARCC1 | SMARCC2 | SMARCD1 | SMARCD2 | SMARCD3 | SMARCE1 | SMARCE1P1 | SMARCE1P6 | SMC1A | SMC2 | SMC3 | SMC4 | SMC5 | SMC5-AS1 | SMC6 | SMCHD1 | SMCO2 | SMCO4 | SMCR5 | SMCR8 | SMDT1 | SMG1 | SMG1P1 | SMG1P2 | SMG1P3 | SMG1P4 | SMG1P5 | SMG1P7 | SMG5 | SMG6 | SMG7 | SMG7-AS1 | SMG8 | SMG9 | SMIM1 | SMIM10 | SMIM10L1 | SMIM10L2A | SMIM11A | SMIM11B | SMIM12 | SMIM13 | SMIM14 | SMIM15 | SMIM19 | SMIM20 | SMIM25 | SMIM26 | SMIM27 | SMIM29 | SMIM3 | SMIM30 | SMIM33 | SMIM4 | SMIM7 | SMIM8 | SMKR1 | SMN1 | SMN2 | SMNDC1 | SMOX | SMPD1 | SMPD2 | SMPD3 | SMPD4 | SMPD5 | SMPDL3A | SMS | SMTN | SMU1 | SMUG1 | SMURF1 | SMURF2 | SMURF2P1-LRRC37BP1 | SMYD2 | SMYD3 | SMYD4 | SMYD5 | SNAI3 | SNAI3-AS1 | SNAP23 | SNAP29 | SNAP47 | SNAPC1 | SNAPC2 | SNAPC3 | SNAPC4 | SNAPC5 | SNAPIN | SNCA | SND1 | SND1-IT1 | SNED1 | SNF8 | SNHG1 | SNHG10 | SNHG11 | SNHG12 | SNHG14 | SNHG15 | SNHG16 | SNHG17 | SNHG18 | SNHG19 | SNHG20 | SNHG21 | SNHG22 | SNHG25 | SNHG26 | SNHG28 | SNHG3 | SNHG4 | SNHG5 | SNHG6 | SNHG7 | SNHG8 | SNHG9 | SNIP1 | SNN | SNORA11B | SNORA11F | SNORA12 | SNORA14B | SNORA20 | SNORA2B | SNORA33 | SNORA36C | SNORA37 | SNORA59B | SNORA68B | SNORA84 | SNORD13 | SNORD15A | SNORD3A | SNORD3B-1 | SNORD3B-2 | SNORD63 | SNORD89 | SNORD97 | SNPH | SNRK | SNRK-AS1 | SNRNP200 | SNRNP25 | SNRNP27 | SNRNP35 | SNRNP40 | SNRNP48 | SNRNP70 | SNRPA | SNRPA1 | SNRPB | SNRPB2 | SNRPC | SNRPD1 | SNRPD2 | SNRPD3 | SNRPE | SNRPEP4 | SNRPF | SNRPG | SNRPGP10 | SNRPGP14 | SNRPGP15 | SNRPGP5 | SNRPN | SNTA1 | SNTB1 | SNTB2 | SNU13 | SNUPN | SNURF | SNW1 | SNX1 | SNX10 | SNX11 | SNX12 | SNX13 | SNX14 | SNX15 | SNX16 | SNX17 | SNX18 | SNX19 | SNX2 | SNX20 | SNX21 | SNX22 | SNX24 | SNX25 | SNX25P1 | SNX27 | SNX29 | SNX29P1 | SNX29P2 | SNX29P2-1 | SNX3 | SNX30 | SNX33 | SNX4 | SNX5 | SNX6 | SNX7 | SNX8 | SNX9 | SOAT1 | SOBP | SOCS1 | SOCS2 | SOCS2-AS1 | SOCS3 | SOCS4 | SOCS5 | SOCS5P4 | SOCS6 | SOCS7 | SOD1 | SOD2 | SOGA1 | SON | SORBS1 | SORBS3 | SORD | SORL1 | SORT1 | SOS1 | SOS1-IT1 | SOS2 | SOWAHC | SOWAHD | SOX12 | SOX13 | SOX2-OT | SOX4 | SOX5 | SOX7 | SOX8 | SP1 | SP100 | SP110 | SP140 | SP140L | SP2 | SP2-AS1 | SP3 | SP4 | SPA17 | SPACA6 | SPACA9 | SPAG1 | SPAG16 | SPAG4 | SPAG5 | SPAG5-AS1 | SPAG7 | SPAG8 | SPAG9 | SPARC | SPART | SPAST | SPATA1 | SPATA12 | SPATA13 | SPATA13-AS1 | SPATA2 | SPATA20 | SPATA21 | SPATA24 | SPATA2L | SPATA33 | SPATA41 | SPATA5 | SPATA5L1 | SPATA6 | SPATA6L | SPATA7 | SPATA9 | SPATC1 | SPATC1L | SPATS2 | SPATS2L | SPCS1 | SPCS2 | SPCS2P4 | SPCS3 | SPDL1 | SPDYA | SPDYE1 | SPDYE15P | SPDYE16 | SPDYE3 | SPDYE5 | SPECC1 | SPECC1L | SPEF2 | SPEG | SPEN | SPESP1 | SPG11 | SPG21 | SPG7 | SPHK1 | SPHK2 | SPI1 | SPIB | SPICE1 | SPIDR | SPIN1 | SPIN2A | SPIN2B | SPIN3 | SPIN4 | SPINDOC | SPINK2 | SPINT1 | SPINT1-AS1 | SPINT2 | SPIRE1 | SPIRE2 | SPN | SPNS1 | SPNS3 | SPOCK1 | SPOCK2 | SPON1 | SPON2 | SPOP | SPOPL | SPOUT1 | SPP1 | SPPL2A | SPPL2B | SPPL3 | SPR | SPRED1 | SPRED2 | SPRED3 | SPRTN | SPRY1 | SPRY2 | SPRY3 | SPRYD3 | SPRYD4 | SPRYD7 | SPSB1 | SPSB2 | SPSB3 | SPTAN1 | SPTB | SPTBN1 | SPTBN5 | SPTLC1 | SPTLC2 | SPTLC3 | SPTSSA | SPTSSB | SPTY2D1 | SPTY2D1OS | SQLE | SQOR | SQSTM1 | SRA1 | SRBD1 | SRC | SRCAP | SRD5A1 | SRD5A3 | SRD5A3-AS1 | SREBF1 | SREBF2 | SREBF2-AS1 | SREK1 | SREK1IP1 | SRF | SRFBP1 | SRGAP1 | SRGAP2 | SRGAP2B | SRGAP2C | SRGAP3 | SRGN | SRI | SRM | SRP14 | SRP14-AS1 | SRP14P3 | SRP19 | SRP54 | SRP54-AS1 | SRP68 | SRP72 | SRP9 | SRPK1 | SRPK2 | SRPRA | SRPRB | SRPX | SRR | SRRD | SRRM1 | SRRM2 | SRRM2-AS1 | SRRT | SRSF1 | SRSF10 | SRSF11 | SRSF12 | SRSF2 | SRSF3 | SRSF4 | SRSF5 | SRSF6 | SRSF7 | SRSF8 | SRSF9 | SRXN1 | SS18 | SS18L1 | SS18L2 | SSB | SSBP1 | SSBP2 | SSBP3 | SSBP4 | SSC4D | SSC5D | SSH1 | SSH2 | SSH3 | SSNA1 | SSPN | SSR1 | SSR2 | SSR3 | SSR4 | SSR4P1 | SSRP1 | SSSCA1 | SSSCA1-AS1 | SSTR2 | SSTR3 | SSU72 | SSX2IP | ST13 | ST13P15 | ST14 | ST18 | ST20 | ST20-AS1 | ST3GAL1 | ST3GAL2 | ST3GAL3 | ST3GAL4 | ST3GAL5 | ST3GAL5-AS1 | ST3GAL6 | ST3GAL6-AS1 | ST5 | ST6GAL1 | ST6GALNAC1 | ST6GALNAC3 | ST6GALNAC4 | ST6GALNAC6 | ST7 | ST7-AS1 | ST7-OT4 | ST7L | ST8SIA1 | ST8SIA4 | ST8SIA6 | STAB1 | STAC | STAC3 | STAG1 | STAG2 | STAG3 | STAG3L1 | STAG3L2 | STAG3L3 | STAG3L4 | STAG3L5P | STAG3L5P-PVRIG2P-PILRB | STAM | STAM-AS1 | STAM2 | STAMBP | STAMBPL1 | STAP1 | STAP2 | STARD10 | STARD13 | STARD3 | STARD3NL | STARD4 | STARD4-AS1 | STARD5 | STARD7 | STARD7-AS1 | STARD8 | STARD9 | STAT1 | STAT2 | STAT3 | STAT4 | STAT5A | STAT5B | STAT6 | STAU1 | STAU2 | STAU2-AS1 | STEAP1B | STEAP3 | STEAP4 | STIL | STIM1 | STIM2 | STIMATE | STIP1 | STK10 | STK11 | STK11IP | STK16 | STK17A | STK17B | STK19 | STK24 | STK24-AS1 | STK25 | STK26 | STK3 | STK32B | STK32C | STK33 | STK35 | STK36 | STK38 | STK38L | STK39 | STK4 | STK40 | STKLD1 | STMN1 | STMN1P1 | STMN3 | STMP1 | STN1 | STOM | STOML1 | STOML2 | STON1 | STON2 | STOX1 | STPG1 | STRADA | STRADB | STRAP | STRBP | STRIP1 | STRN | STRN3 | STRN4 | STS | STT3A | STT3B | STUB1 | STX10 | STX11 | STX12 | STX16 | STX16-NPEPL1 | STX17 | STX17-AS1 | STX18 | STX18-AS1 | STX19 | STX1A | STX1B | STX2 | STX3 | STX4 | STX5 | STX6 | STX7 | STX8 | STXBP1 | STXBP2 | STXBP3 | STXBP4 | STXBP5 | STXBP5-AS1 | STYK1 | STYX | STYXL1 | SUB1 | SUCLA2 | SUCLG1 | SUCLG2 | SUCLG2-AS1 | SUCNR1 | SUCO | SUDS3 | SUDS3P1 | SUFU | SUGCT | SUGP1 | SUGP2 | SUGT1 | SUGT1P2 | SUGT1P3 | SUGT1P4-STRA6LP | SULF2 | SULT1A1 | SULT1A2 | SULT1A3 | SULT1B1 | SULT1C2 | SULT2B1 | SUMF1 | SUMF2 | SUMO1 | SUMO1P3 | SUMO2 | SUMO2P17 | SUMO3 | SUMO4 | SUN1 | SUN2 | SUN3 | SUOX | SUPT16H | SUPT20H | SUPT3H | SUPT4H1 | SUPT5H | SUPT6H | SUPT7L | SUPV3L1 | SURF1 | SURF2 | SURF4 | SURF6 | SUSD1 | SUSD3 | SUSD4 | SUSD5 | SUSD6 | SUV39H1 | SUV39H2 | SUZ12 | SUZ12P1 | SV2A | SVBP | SVIL | SVIL-AS1 | SVIP | SWAP70 | SWI5 | SWSAP1 | SWT1 | SYAP1 | SYBU | SYCE1 | SYCE1L | SYCE3 | SYCP2 | SYCP3 | SYDE2 | SYF2 | SYF2P2 | SYK | SYMPK | SYNC | SYNCRIP | SYNE1 | SYNE2 | SYNE3 | SYNGAP1 | SYNGAP1-AS1 | SYNGR1 | SYNGR2 | SYNGR3 | SYNJ1 | SYNJ2 | SYNJ2BP | SYNJ2BP-COX16 | SYNM | SYNPO | SYNPO2 | SYNPO2L | SYNRG | SYP | SYPL1 | SYS1 | SYT1 | SYT11 | SYT15 | SYT17 | SYTL1 | SYTL2 | SYTL3 | SYTL4 | SYVN1 | SZRD1 | SZT2 | TAB1 | TAB2 | TAB3 | TACC1 | TACC3 | TACO1 | TACSTD2 | TADA1 | TADA2A | TADA2B | TADA3 | TAF1 | TAF10 | TAF11 | TAF12 | TAF13 | TAF15 | TAF1A | TAF1A-AS1 | TAF1B | TAF1C | TAF1D | TAF2 | TAF3 | TAF4 | TAF4B | TAF5 | TAF5L | TAF6 | TAF6L | TAF7 | TAF8 | TAF9 | TAF9B | TAGAP | TAGLN | TAGLN2 | TALDO1 | TAMM41 | TANC1 | TANC2 | TANGO2 | TANGO6 | TANK | TAOK1 | TAOK2 | TAOK3 | TAP1 | TAP2 | TAPBP | TAPBPL | TAPT1 | TAPT1-AS1 | TARBP1 | TARBP2 | TARDBP | TARS | TARS2 | TARSL2 | TAS2R14 | TAS2R15P | TAS2R30 | TAS2R31 | TAS2R4 | TAS2R64P | TASP1 | TATDN1 | TATDN2 | TATDN3 | TAX1BP1 | TAX1BP3 | TAZ | TBC1D1 | TBC1D10A | TBC1D10B | TBC1D10C | TBC1D12 | TBC1D13 | TBC1D14 | TBC1D15 | TBC1D16 | TBC1D17 | TBC1D19 | TBC1D2 | TBC1D20 | TBC1D22A | TBC1D22B | TBC1D23 | TBC1D24 | TBC1D25 | TBC1D27P | TBC1D2B | TBC1D30 | TBC1D31 | TBC1D32 | TBC1D4 | TBC1D5 | TBC1D7 | TBC1D8 | TBC1D8-AS1 | TBC1D8B | TBC1D9 | TBC1D9B | TBCA | TBCB | TBCC | TBCCD1 | TBCD | TBCE | TBCE-1 | TBCEL | TBCK | TBK1 | TBKBP1 | TBL1X | TBL1XR1 | TBL2 | TBL3 | TBP | TBPL1 | TBRG1 | TBRG4 | TBX19 | TBX21 | TBX6 | TBXA2R | TBXAS1 | TC2N | TCAF1 | TCAF2 | TCAF2P1 | TCAIM | TCAP | TCEA1 | TCEA1P2 | TCEA1P4 | TCEA2 | TCEA3 | TCEAL1 | TCEAL2 | TCEAL3 | TCEAL4 | TCEAL8 | TCEAL9 | TCEANC | TCEANC2 | TCERG1 | TCF12 | TCF19 | TCF20 | TCF25 | TCF3 | TCF4 | TCF7 | TCF7L1 | TCF7L2 | TCFL5 | TCHH | TCHP | TCIRG1 | TCL1A | TCL6 | TCN2 | TCOF1 | TCP1 | TCP11L1 | TCP11L2 | TCTA | TCTE3 | TCTEX1D2 | TCTN1 | TCTN2 | TCTN3 | TDG | TDGP1 | TDP1 | TDP2 | TDRD12 | TDRD3 | TDRD6 | TDRD7 | TDRD9 | TDRKH | TDRKH-AS1 | TEAD2 | TEAD3 | TEC | TECPR1 | TECPR2 | TECR | TEDC1 | TEDC2 | TEF | TEFM | TEKT4P2 | TELO2 | TENM1 | TENT2 | TENT4A | TENT4B | TENT5A | TENT5C | TEP1 | TEPP | TEPSIN | TERC | TERF1 | TERF2 | TERF2IP | TES | TESC | TESK1 | TESK2 | TESMIN | TESPA1 | TET1 | TET2 | TET3 | TEX10 | TEX12 | TEX14 | TEX2 | TEX21P | TEX22 | TEX261 | TEX264 | TEX30 | TEX9 | TF | TFAM | TFAP2E | TFAP4 | TFB1M | TFB2M | TFCP2 | TFCP2L1 | TFDP1 | TFDP2 | TFE3 | TFEB | TFEC | TFG | TFIP11 | TFPI | TFPT | TFR2 | TFRC | TGDS | TGFA | TGFB1 | TGFB1I1 | TGFB2 | TGFB3 | TGFBI | TGFBR1 | TGFBR2 | TGFBR3 | TGFBR3L | TGFBRAP1 | TGIF1 | TGIF2 | TGM1 | TGM2 | TGM4 | TGOLN2 | TGS1 | THADA | THAP1 | THAP10 | THAP11 | THAP12 | THAP12P7 | THAP2 | THAP3 | THAP4 | THAP5 | THAP6 | THAP7 | THAP7-AS1 | THAP8 | THAP9 | THAP9-AS1 | THBD | THBS1 | THBS3 | THEM4 | THEM6 | THEMIS | THEMIS2 | THG1L | THNSL1 | THNSL2 | THOC1 | THOC2 | THOC3 | THOC5 | THOC6 | THOC7 | THOP1 | THORLNC | THRA | THRA1/BTR | THRAP3 | THRB | THRIL | THTPA | THUMPD1 | THUMPD2 | THUMPD3 | THUMPD3-AS1 | THYN1 | TIA1 | TIAF1 | TIAL1 | TIAM1 | TIAM2 | TICAM1 | TICAM2 | TIFA | TIFAB | TIGAR | TIGD1 | TIGD2 | TIGD3 | TIGD5 | TIGD6 | TIGD7 | TIGIT | TIMD4 | TIMELESS | TIMM10 | TIMM10B | TIMM13 | TIMM17A | TIMM17B | TIMM21 | TIMM22 | TIMM23 | TIMM23B | TIMM29 | TIMM44 | TIMM50 | TIMM8A | TIMM8B | TIMM9 | TIMMDC1 | TIMP1 | TIMP2 | TINCR | TINF2 | TIPARP | TIPARP-AS1 | TIPIN | TIPRL | TIRAP | TJAP1 | TJP2 | TJP3 | TK1 | TK2 | TKFC | TKT | TKTL1 | TLCD1 | TLCD2 | TLDC1 | TLDC2 | TLE1 | TLE2 | TLE3 | TLE4 | TLK1 | TLK2 | TLK2P1 | TLK2P2 | TLN1 | TLN2 | TLNRD1 | TLR1 | TLR10 | TLR2 | TLR3 | TLR4 | TLR5 | TLR6 | TLR7 | TLR8 | TM2D1 | TM2D2 | TM2D3 | TM4SF19 | TM4SF19-AS1 | TM4SF20 | TM6SF1 | TM7SF2 | TM7SF3 | TM9SF1 | TM9SF2 | TM9SF3 | TM9SF4 | TMA16 | TMA7 | TMBIM1 | TMBIM4 | TMBIM6 | TMC3-AS1 | TMC4 | TMC5 | TMC6 | TMC8 | TMCC1 | TMCC1-AS1 | TMCC2 | TMCC3 | TMCO1 | TMCO3 | TMCO4 | TMCO6 | TMED1 | TMED10 | TMED2 | TMED3 | TMED4 | TMED5 | TMED6 | TMED7 | TMED8 | TMED9 | TMEM101 | TMEM102 | TMEM104 | TMEM106A | TMEM106B | TMEM106C | TMEM107 | TMEM109 | TMEM11 | TMEM110-MUSTN1 | TMEM115 | TMEM116 | TMEM117 | TMEM120A | TMEM120B | TMEM121 | TMEM121B | TMEM123 | TMEM126A | TMEM126B | TMEM127 | TMEM128 | TMEM129 | TMEM131 | TMEM131L | TMEM132A | TMEM132C | TMEM134 | TMEM135 | TMEM138 | TMEM140 | TMEM141 | TMEM143 | TMEM144 | TMEM147 | TMEM147-AS1 | TMEM14A | TMEM14B | TMEM14C | TMEM14EP | TMEM150A | TMEM150B | TMEM154 | TMEM156 | TMEM158 | TMEM159 | TMEM160 | TMEM161A | TMEM161B | TMEM161B-AS1 | TMEM163 | TMEM164 | TMEM165 | TMEM167A | TMEM167B | TMEM168 | TMEM169 | TMEM170A | TMEM170B | TMEM171 | TMEM173 | TMEM175 | TMEM176A | TMEM176B | TMEM177 | TMEM179B | TMEM18 | TMEM181 | TMEM182 | TMEM183A | TMEM184A | TMEM184B | TMEM184C | TMEM185A | TMEM185B | TMEM186 | TMEM187 | TMEM189 | TMEM19 | TMEM191A | TMEM191C | TMEM192 | TMEM198B | TMEM199 | TMEM200A | TMEM201 | TMEM202-AS1 | TMEM203 | TMEM204 | TMEM205 | TMEM206 | TMEM208 | TMEM209 | TMEM214 | TMEM216 | TMEM217 | TMEM218 | TMEM219 | TMEM220 | TMEM220-AS1 | TMEM222 | TMEM223 | TMEM225B | TMEM229B | TMEM230 | TMEM231 | TMEM232 | TMEM234 | TMEM236 | TMEM237 | TMEM238 | TMEM240 | TMEM241 | TMEM242 | TMEM243 | TMEM244 | TMEM245 | TMEM248 | TMEM25 | TMEM250 | TMEM251 | TMEM254 | TMEM254-AS1 | TMEM255A | TMEM255B | TMEM256 | TMEM258 | TMEM259 | TMEM260 | TMEM263 | TMEM267 | TMEM268 | TMEM272 | TMEM273 | TMEM30A | TMEM30B | TMEM33 | TMEM35B | TMEM37 | TMEM38A | TMEM38B | TMEM39A | TMEM39B | TMEM41A | TMEM41B | TMEM42 | TMEM43 | TMEM44 | TMEM44-AS1 | TMEM45A | TMEM45B | TMEM50A | TMEM50B | TMEM51 | TMEM51-AS1 | TMEM52 | TMEM52B | TMEM53 | TMEM56 | TMEM56-RWDD3 | TMEM59 | TMEM60 | TMEM62 | TMEM63A | TMEM63B | TMEM64 | TMEM65 | TMEM67 | TMEM68 | TMEM69 | TMEM70 | TMEM71 | TMEM79 | TMEM80 | TMEM81 | TMEM86A | TMEM86B | TMEM87A | TMEM87B | TMEM88 | TMEM8A | TMEM8B | TMEM9 | TMEM91 | TMEM94 | TMEM97 | TMEM99 | TMEM9B | TMEM9B-AS1 | TMF1 | TMIE | TMIGD2 | TMIGD3 | TMLHE | TMLHE-AS1 | TMOD1 | TMOD2 | TMOD3 | TMPO | TMPO-AS1 | TMPPE | TMPRSS13 | TMPRSS3 | TMSB10 | TMSB15B | TMSB15B-1 | TMSB15B-AS1 | TMSB4X | TMSB4XP4 | TMSB4Y | TMTC1 | TMTC2 | TMTC3 | TMTC4 | TMUB1 | TMUB2 | TMX1 | TMX2 | TMX3 | TMX4 | TNF | TNFAIP1 | TNFAIP2 | TNFAIP3 | TNFAIP6 | TNFAIP8 | TNFAIP8L1 | TNFAIP8L2 | TNFAIP8L3 | TNFRSF10A | TNFRSF10B | TNFRSF10C | TNFRSF10D | TNFRSF11A | TNFRSF12A | TNFRSF13B | TNFRSF13C | TNFRSF14 | TNFRSF14-AS1 | TNFRSF17 | TNFRSF18 | TNFRSF1A | TNFRSF1B | TNFRSF21 | TNFRSF25 | TNFRSF4 | TNFRSF8 | TNFRSF9 | TNFSF10 | TNFSF12 | TNFSF13 | TNFSF13B | TNFSF14 | TNFSF15 | TNFSF4 | TNFSF8 | TNFSF9 | TNIK | TNIP1 | TNIP2 | TNIP3 | TNK1 | TNK2 | TNK2-AS1 | TNKS | TNKS1BP1 | TNKS2 | TNKS2-AS1 | TNNC1 | TNNC2 | TNNI2 | TNNT1 | TNNT3 | TNPO1 | TNPO1P1 | TNPO2 | TNPO3 | TNRC18 | TNRC6A | TNRC6B | TNRC6C | TNRC6C-AS1 | TNS1 | TNS2 | TNS3 | TNXB | TOB1 | TOB1-AS1 | TOB2 | TOE1 | TOGARAM1 | TOGARAM2 | TOLLIP | TOLLIP-AS1 | TOM1 | TOM1L1 | TOM1L2 | TOMM20 | TOMM20P2 | TOMM22 | TOMM34 | TOMM40 | TOMM40L | TOMM5 | TOMM7 | TOMM70 | TONSL | TOP1 | TOP1MT | TOP2A | TOP2B | TOP3A | TOP3B | TOPBP1 | TOPORS | TOR1A | TOR1AIP1 | TOR1AIP2 | TOR1B | TOR2A | TOR3A | TOR4A | TOX | TOX2 | TOX4 | TOX4P1 | TP53 | TP53BP1 | TP53BP2 | TP53I11 | TP53I13 | TP53I3 | TP53INP1 | TP53INP2 | TP53RK | TP53TG1 | TP53TG3D | TP73-AS1 | TPBG | TPCN1 | TPCN2 | TPD52 | TPD52L1 | TPD52L2 | TPGS1 | TPGS2 | TPH1 | TPI1 | TPI1P2 | TPK1 | TPM1 | TPM2 | TPM3 | TPM3P6 | TPM3P7 | TPM3P9 | TPM4 | TPMT | TPP1 | TPP2 | TPPP | TPR | TPRA1 | TPRG1 | TPRG1-AS1 | TPRG1L | TPRKB | TPRKBP2 | TPRN | TPSAB1 | TPSB2 | TPST1 | TPST2 | TPT1 | TPT1-AS1 | TPT1P9 | TPTE2P5 | TPTEP1 | TPTEP2 | TPX2 | TRA2A | TRA2B | TRABD | TRABD2A | TRAC | TRADD | TRAF1 | TRAF2 | TRAF3 | TRAF3IP1 | TRAF3IP2 | TRAF3IP2-AS1 | TRAF3IP3 | TRAF4 | TRAF5 | TRAF6 | TRAF7 | TRAFD1 | TRAIP | TRAK1 | TRAK2 | TRAM1 | TRAM2 | TRAM2-AS1 | TRANK1 | TRAP1 | TRAPPC1 | TRAPPC10 | TRAPPC11 | TRAPPC12 | TRAPPC12-AS1 | TRAPPC13 | TRAPPC2 | TRAPPC2B | TRAPPC2L | TRAPPC3 | TRAPPC4 | TRAPPC5 | TRAPPC6A | TRAPPC6B | TRAPPC8 | TRAPPC9 | TRAT1 | TRAV1-1 | TRAV1-2 | TRAV10 | TRAV12-1 | TRAV12-2 | TRAV12-3 | TRAV13-1 | TRAV13-2 | TRAV14DV4 | TRAV16 | TRAV17 | TRAV19 | TRAV2 | TRAV20 | TRAV21 | TRAV22 | TRAV23DV6 | TRAV24 | TRAV25 | TRAV26-1 | TRAV27 | TRAV29DV5 | TRAV3 | TRAV30 | TRAV35 | TRAV36DV7 | TRAV38-1 | TRAV38-2DV8 | TRAV4 | TRAV41 | TRAV5 | TRAV6 | TRAV8-2 | TRAV8-3 | TRAV8-4 | TRAV8-6 | TRAV9-2 | TRBC1 | TRBC2 | TRBV14 | TRBV18 | TRBV19 | TRBV2 | TRBV20-1 | TRBV21-1 | TRBV23-1 | TRBV27 | TRBV28 | TRBV29-1 | TRBV3-1 | TRBV30 | TRBV4-2 | TRBV5-1 | TRBV5-4 | TRBV6-2 | TRBV7-2 | TRBV7-3 | TRBV7-9 | TRBV9 | TRDC | TRDMT1 | TRDV1 | TRDV2 | TREM1 | TREM2 | TREML1 | TREML2 | TRERF1 | TRG-AS1 | TRGC1 | TRGC2 | TRGV10 | TRGV2 | TRGV3 | TRGV4 | TRGV5 | TRGV5P | TRGV7 | TRGV8 | TRGV9 | TRIAP1 | TRIB1 | TRIB2 | TRIB3 | TRIM11 | TRIM13 | TRIM14 | TRIM16 | TRIM16L | TRIM17 | TRIM2 | TRIM21 | TRIM22 | TRIM23 | TRIM24 | TRIM25 | TRIM26 | TRIM27 | TRIM28 | TRIM3 | TRIM31 | TRIM32 | TRIM33 | TRIM34 | TRIM35 | TRIM36 | TRIM37 | TRIM38 | TRIM39 | TRIM4 | TRIM41 | TRIM44 | TRIM45 | TRIM46 | TRIM47 | TRIM5 | TRIM52 | TRIM52-AS1 | TRIM56 | TRIM58 | TRIM59 | TRIM6 | TRIM61 | TRIM62 | TRIM65 | TRIM66 | TRIM68 | TRIM69 | TRIM7 | TRIM72 | TRIM73 | TRIM8 | TRIO | TRIOBP | TRIP10 | TRIP11 | TRIP12 | TRIP13 | TRIP4 | TRIP6 | TRIQK | TRIR | TRIT1 | TRMO | TRMT1 | TRMT10A | TRMT10B | TRMT10C | TRMT11 | TRMT112 | TRMT12 | TRMT13 | TRMT1L | TRMT2A | TRMT2B | TRMT44 | TRMT5 | TRMT6 | TRMT61A | TRMT61B | TRMT9B | TRMU | TRNAU1AP | TRNT1 | TROVE2 | TRPA1 | TRPC1 | TRPC4AP | TRPM2 | TRPM3 | TRPM4 | TRPM7 | TRPS1 | TRPT1 | TRPV1 | TRPV2 | TRPV4 | TRRAP | TRUB1 | TRUB2 | TSACC | TSC1 | TSC2 | TSC22D1 | TSC22D1-AS1 | TSC22D2 | TSC22D3 | TSC22D4 | TSEN15 | TSEN2 | TSEN34 | TSEN54 | TSFM | TSG101 | TSGA10 | TSGA13 | TSHR | TSHZ1 | TSHZ2 | TSHZ3 | TSIX | TSKS | TSLP | TSN | TSNARE1 | TSNAX | TSPAN10 | TSPAN13 | TSPAN14 | TSPAN15 | TSPAN17 | TSPAN18 | TSPAN2 | TSPAN3 | TSPAN31 | TSPAN32 | TSPAN33 | TSPAN4 | TSPAN5 | TSPAN6 | TSPAN9 | TSPO | TSPOAP1 | TSPOAP1-AS1 | TSPY26P | TSPYL1 | TSPYL2 | TSPYL4 | TSPYL5 | TSR1 | TSR2 | TSR3 | TSSC2 | TSSC4 | TSSK3 | TSSK6 | TST | TSTA3 | TSTD1 | TSTD2 | TSTD3 | TTBK2 | TTC1 | TTC12 | TTC13 | TTC14 | TTC16 | TTC17 | TTC19 | TTC21A | TTC21B | TTC21B-AS1 | TTC22 | TTC23 | TTC24 | TTC26 | TTC27 | TTC28 | TTC28-AS1 | TTC3 | TTC30A | TTC30B | TTC31 | TTC32 | TTC33 | TTC34 | TTC37 | TTC38 | TTC39A | TTC39B | TTC39C | TTC39C-AS1 | TTC3P1 | TTC4 | TTC41P | TTC5 | TTC7A | TTC7B | TTC8 | TTC9 | TTC9C | TTF1 | TTF2 | TTI1 | TTI2 | TTK | TTL | TTLL1 | TTLL11 | TTLL12 | TTLL3 | TTLL4 | TTLL5 | TTLL7 | TTLL9 | TTN | TTN-AS1 | TTPAL | TTTY14 | TTTY15 | TTYH1 | TTYH2 | TTYH3 | TUBA1A | TUBA1B | TUBA1C | TUBA3FP | TUBA4A | TUBB | TUBB1 | TUBB2A | TUBB4A | TUBB4B | TUBB6 | TUBD1 | TUBE1 | TUBG1 | TUBG2 | TUBGCP2 | TUBGCP3 | TUBGCP4 | TUBGCP5 | TUBGCP6 | TUFM | TUFT1 | TUG1 | TULP3 | TULP4 | TUSC1 | TUSC2 | TUT1 | TUT4 | TUT7 | TVP23A | TVP23B | TVP23C | TWF1 | TWF2 | TWIST2 | TWISTNB | TWNK | TWSG1 | TXK | TXLNA | TXLNB | TXLNG | TXLNGY | TXN | TXN2 | TXNDC11 | TXNDC12 | TXNDC15 | TXNDC16 | TXNDC17 | TXNDC5 | TXNDC9 | TXNIP | TXNL1 | TXNL4A | TXNL4B | TXNRD1 | TXNRD2 | TXNRD3 | TYK2 | TYMP | TYMS | TYROBP | TYSND1 | TYW1 | TYW1B | TYW3 | TYW5 | U2AF1 | U2AF1L4 | U2AF1L5 | U2AF2 | U2SURP | U47924.2 | U62317.1 | U62317.2 | U62317.4 | U73166.1 | U73169.1 | U91328.1 | UACA | UAP1 | UAP1L1 | UBA1 | UBA2 | UBA3 | UBA5 | UBA52 | UBA52P6 | UBA6 | UBA6-AS1 | UBA7 | UBAC1 | UBAC2 | UBAC2-AS1 | UBALD1 | UBALD2 | UBAP1 | UBAP1L | UBAP2 | UBAP2L | UBASH3A | UBASH3B | UBB | UBC | UBD | UBE2A | UBE2B | UBE2C | UBE2D1 | UBE2D2 | UBE2D3 | UBE2D3P2 | UBE2D4 | UBE2E1 | UBE2E2 | UBE2E3 | UBE2F | UBE2G1 | UBE2G2 | UBE2H | UBE2I | UBE2J1 | UBE2J2 | UBE2K | UBE2L3 | UBE2L6 | UBE2M | UBE2N | UBE2O | UBE2Q1 | UBE2Q2 | UBE2Q2P1 | UBE2Q2P2 | UBE2R2 | UBE2S | UBE2T | UBE2V1 | UBE2V1P1 | UBE2V1P2 | UBE2V2 | UBE2V2P2 | UBE2W | UBE2Z | UBE3A | UBE3B | UBE3C | UBE3D | UBE4A | UBE4B | UBFD1 | UBIAD1 | UBL3 | UBL4A | UBL5 | UBL7 | UBL7-AS1 | UBLCP1 | UBN1 | UBN2 | UBOX5 | UBP1 | UBQLN1 | UBQLN2 | UBQLN4 | UBQLNL | UBR1 | UBR2 | UBR3 | UBR4 | UBR5 | UBR5-AS1 | UBR7 | UBTD1 | UBTD2 | UBTF | UBXN1 | UBXN10 | UBXN10-AS1 | UBXN11 | UBXN2A | UBXN2B | UBXN4 | UBXN6 | UBXN7 | UBXN8 | UCHL1 | UCHL3 | UCHL5 | UCK1 | UCK2 | UCKL1 | UCKL1-AS1 | UCN | UCP2 | UCP3 | UEVLD | UFC1 | UFD1 | UFL1 | UFM1 | UFSP1 | UFSP2 | UGCG | UGDH | UGDH-AS1 | UGGT1 | UGGT2 | UGP2 | UGT8 | UHMK1 | UHRF1 | UHRF1BP1 | UHRF1BP1L | UHRF2 | UIMC1 | ULBP2 | ULK1 | ULK2 | ULK3 | ULK4 | UMAD1 | UMPS | UNC119 | UNC119B | UNC13A | UNC13B | UNC13D | UNC45A | UNC50 | UNC5B | UNC5CL | UNC93B1 | UNG | UNK | UNKL | UNQ6494 | UPB1 | UPF1 | UPF2 | UPF3A | UPF3AP1 | UPF3AP3 | UPF3B | UPK3A | UPK3BL1 | UPP1 | UPRT | UQCC1 | UQCC2 | UQCC3 | UQCR10 | UQCR11 | UQCRB | UQCRC1 | UQCRC2 | UQCRFS1 | UQCRH | UQCRHL | UQCRQ | URB1 | URB1-AS1 | URB2 | URGCP | URI1 | URM1 | UROD | UROS | USB1 | USE1 | USF1 | USF2 | USF3 | USO1 | USP1 | USP10 | USP11 | USP12 | USP13 | USP14 | USP15 | USP16 | USP18 | USP19 | USP20 | USP21 | USP22 | USP24 | USP25 | USP27X | USP27X-AS1 | USP28 | USP3 | USP3-AS1 | USP30 | USP30-AS1 | USP31 | USP32 | USP32P1 | USP32P2 | USP32P3 | USP33 | USP34 | USP35 | USP36 | USP37 | USP38 | USP39 | USP4 | USP40 | USP42 | USP44 | USP45 | USP46 | USP46-AS1 | USP47 | USP48 | USP49 | USP5 | USP51 | USP53 | USP54 | USP6 | USP6NL | USP7 | USP8 | USP9X | USP9Y | USPL1 | UST | UTF1 | UTP11 | UTP14A | UTP14C | UTP15 | UTP18 | UTP20 | UTP23 | UTP25 | UTP3 | UTP4 | UTP6 | UTRN | UTS2 | UTY | UVRAG | UVSSA | UXS1 | UXT | VAC14 | VAMP1 | VAMP2 | VAMP3 | VAMP4 | VAMP5 | VAMP7 | VAMP8 | VANGL1 | VAPA | VAPB | VARS | VARS2 | VASH1 | VASH1-AS1 | VASH2 | VASP | VAT1 | VAV1 | VAV2 | VAV3 | VAV3-AS1 | VBP1 | VCAM1 | VCAN | VCL | VCP | VCPIP1 | VCPKMT | VDAC1 | VDAC1P2 | VDAC1P6 | VDAC1P8 | VDAC2 | VDAC3 | VDR | VEGFA | VEGFB | VENTX | VEZF1 | VEZT | VGLL4 | VHL | VIL1 | VILL | VIM | VIM-AS1 | VIPAS39 | VIPR1 | VIPR1-AS1 | VIPR2 | VIRMA | VIT | VKORC1 | VKORC1L1 | VLDLR | VMA21 | VMAC | VMO1 | VMP1 | VN1R1 | VN1R84P | VNN1 | VNN2 | VOPP1 | VPREB3 | VPS11 | VPS13A | VPS13B | VPS13C | VPS13D | VPS16 | VPS18 | VPS25 | VPS26A | VPS26B | VPS26BP1 | VPS26C | VPS28 | VPS29 | VPS33A | VPS33B | VPS33B-DT | VPS35 | VPS35L | VPS36 | VPS37A | VPS37B | VPS37C | VPS39 | VPS41 | VPS45 | VPS4A | VPS4B | VPS50 | VPS51 | VPS52 | VPS53 | VPS54 | VPS72 | VPS8 | VPS9D1 | VRK1 | VRK2 | VRK3 | VSIG1 | VSIG10 | VSIG10L | VSIG4 | VSIG8 | VSIR | VSTM1 | VSTM4 | VTA1 | VTI1A | VTI1B | VTRNA1-1 | VTRNA1-3 | VWA5A | VWA8 | VWC2L | VWCE | VWDE | WAC | WAC-AS1 | WAPL | WARS | WARS2 | WAS | WASF1 | WASF2 | WASF4P | WASH2P | WASH3P | WASH5P | WASH6P | WASH8P | WASHC1 | WASHC2A | WASHC2C | WASHC3 | WASHC4 | WASHC5 | WASIR2 | WASL | WBP1 | WBP11 | WBP1L | WBP2 | WBP2NL | WBP4 | WDCP | WDFY1 | WDFY2 | WDFY3 | WDFY4 | WDHD1 | WDPCP | WDR1 | WDR11 | WDR11-AS1 | WDR12 | WDR13 | WDR17 | WDR18 | WDR19 | WDR20 | WDR24 | WDR25 | WDR26 | WDR27 | WDR3 | WDR31 | WDR33 | WDR34 | WDR35 | WDR36 | WDR37 | WDR4 | WDR41 | WDR43 | WDR44 | WDR45 | WDR45B | WDR46 | WDR47 | WDR48 | WDR5 | WDR53 | WDR54 | WDR55 | WDR59 | WDR5B | WDR6 | WDR60 | WDR61 | WDR62 | WDR63 | WDR64 | WDR66 | WDR7 | WDR70 | WDR73 | WDR74 | WDR75 | WDR76 | WDR77 | WDR78 | WDR81 | WDR82 | WDR83 | WDR83OS | WDR86 | WDR86-AS1 | WDR89 | WDR90 | WDR91 | WDR92 | WDR97 | WDSUB1 | WDTC1 | WDYHV1 | WEE1 | WEE2-AS1 | WFDC21P | WFS1 | WHAMM | WHAMMP2 | WHAMMP3 | WHRN | WIPF1 | WIPF2 | WIPF3 | WIPI1 | WIPI2 | WIZ | WLS | WNK1 | WNK3 | WNT10A | WNT10B | WNT16 | WNT2B | WNT5B | WNT6 | WNT7A | WRAP53 | WRAP73 | WRB | WRN | WRNIP1 | WSB1 | WSB2 | WTAP | WWC1 | WWC2 | WWC3 | WWOX | WWP1 | WWP2 | WWTR1 | XAB2 | XAF1 | XBP1 | XCL1 | XCL2 | XIAP | XIAPP2 | XIST | XKR6 | XKR8 | XKR9 | XPA | XPC | XPNPEP1 | XPNPEP3 | XPO1 | XPO4 | XPO5 | XPO6 | XPO7 | XPOT | XPR1 | XRCC1 | XRCC2 | XRCC3 | XRCC4 | XRCC5 | XRCC6 | XRN1 | XRN2 | XRRA1 | XXYLT1 | XXYLT1-AS2 | XYLB | XYLT1 | XYLT2 | YAE1 | YAF2 | YARS | YARS2 | YBEY | YBX1 | YBX1P1 | YBX1P10 | YBX1P2 | YBX3 | YDJC | YEATS2 | YEATS2-AS1 | YEATS4 | YES1 | YES1P1 | YIF1A | YIF1B | YIPF1 | YIPF2 | YIPF3 | YIPF4 | YIPF5 | YIPF6 | YJEFN3 | YJU2 | YKT6 | YLPM1 | YME1L1 | YOD1 | YPEL1 | YPEL2 | YPEL3 | YPEL4 | YPEL5 | YRDC | YTHDC1 | YTHDC2 | YTHDF1 | YTHDF2 | YTHDF3 | YTHDF3-AS1 | YWHAB | YWHAE | YWHAG | YWHAH | YWHAQ | YWHAQP5 | YWHAZ | YWHAZP2 | YY1 | YY1AP1 | YY2 | Z68871.1 | Z69666.1 | Z69706.1 | Z69720.1 | Z74021.1 | Z82206.1 | Z82217.1 | Z83840.1 | Z83843.1 | Z83851.1 | Z84484.1 | Z84485.1 | Z93022.1 | Z93241.1 | Z93930.2 | Z93930.3 | Z94721.1 | Z94721.2 | Z94721.3 | Z95114.1 | Z95114.3 | Z95115.1 | Z95152.1 | Z95331.1 | Z97055.2 | Z97192.1 | Z97192.2 | Z97192.3 | Z97634.1 | Z97832.2 | Z97989.1 | Z98752.4 | Z98884.1 | Z98885.3 | Z99129.3 | Z99129.4 | Z99496.1 | Z99774.1 | ZADH2 | ZAP70 | ZBED1 | ZBED2 | ZBED3 | ZBED3-AS1 | ZBED4 | ZBED5 | ZBED5-AS1 | ZBED6 | ZBED6CL | ZBED8 | ZBP1 | ZBTB1 | ZBTB10 | ZBTB11 | ZBTB11-AS1 | ZBTB14 | ZBTB16 | ZBTB17 | ZBTB18 | ZBTB2 | ZBTB20 | ZBTB20-AS1 | ZBTB20-AS2 | ZBTB20-AS4 | ZBTB21 | ZBTB22 | ZBTB24 | ZBTB25 | ZBTB26 | ZBTB3 | ZBTB32 | ZBTB33 | ZBTB34 | ZBTB37 | ZBTB38 | ZBTB39 | ZBTB4 | ZBTB40 | ZBTB41 | ZBTB42 | ZBTB43 | ZBTB44 | ZBTB45 | ZBTB46 | ZBTB47 | ZBTB48 | ZBTB49 | ZBTB5 | ZBTB6 | ZBTB7A | ZBTB7B | ZBTB8A | ZBTB8B | ZBTB8OS | ZC2HC1A | ZC2HC1C | ZC3H10 | ZC3H11A | ZC3H12A | ZC3H12B | ZC3H12C | ZC3H12D | ZC3H13 | ZC3H14 | ZC3H15 | ZC3H18 | ZC3H3 | ZC3H4 | ZC3H6 | ZC3H7A | ZC3H7B | ZC3H8 | ZC3HAV1 | ZC3HAV1L | ZC3HC1 | ZC4H2 | ZCCHC10 | ZCCHC14 | ZCCHC17 | ZCCHC18 | ZCCHC2 | ZCCHC24 | ZCCHC3 | ZCCHC4 | ZCCHC7 | ZCCHC8 | ZCCHC9 | ZCRB1 | ZCWPW1 | ZCWPW2 | ZDBF2 | ZDHHC12 | ZDHHC13 | ZDHHC14 | ZDHHC15 | ZDHHC16 | ZDHHC17 | ZDHHC18 | ZDHHC19 | ZDHHC2 | ZDHHC20 | ZDHHC20P1 | ZDHHC21 | ZDHHC23 | ZDHHC24 | ZDHHC3 | ZDHHC4 | ZDHHC5 | ZDHHC6 | ZDHHC7 | ZDHHC8 | ZDHHC9 | ZEB1 | ZEB1-AS1 | ZEB2 | ZEB2-AS1 | ZER1 | ZFAND1 | ZFAND2A | ZFAND2B | ZFAND3 | ZFAND4 | ZFAND5 | ZFAND6 | ZFAS1 | ZFAT | ZFC3H1 | ZFHX2 | ZFHX2-AS1 | ZFHX3 | ZFP1 | ZFP14 | ZFP28 | ZFP3 | ZFP30 | ZFP36 | ZFP36L1 | ZFP36L2 | ZFP37 | ZFP41 | ZFP57 | ZFP62 | ZFP64 | ZFP69 | ZFP69B | ZFP82 | ZFP90 | ZFP91 | ZFP92 | ZFPL1 | ZFPM1 | ZFR | ZFR2 | ZFX | ZFY | ZFY-AS1 | ZFYVE1 | ZFYVE16 | ZFYVE19 | ZFYVE21 | ZFYVE26 | ZFYVE27 | ZFYVE28 | ZFYVE9 | ZG16B | ZGLP1 | ZGPAT | ZGRF1 | ZHX1 | ZHX1-C8ORF76 | ZHX2 | ZHX3 | ZIK1 | ZIK1P1 | ZKSCAN1 | ZKSCAN2 | ZKSCAN2-DT | ZKSCAN3 | ZKSCAN4 | ZKSCAN5 | ZKSCAN7 | ZKSCAN8 | ZMAT1 | ZMAT2 | ZMAT3 | ZMAT5 | ZMIZ1 | ZMIZ1-AS1 | ZMIZ2 | ZMPSTE24 | ZMYM1 | ZMYM2 | ZMYM3 | ZMYM4 | ZMYM5 | ZMYM6 | ZMYND10 | ZMYND11 | ZMYND12 | ZMYND15 | ZMYND19 | ZMYND8 | ZNF10 | ZNF100 | ZNF101 | ZNF101P2 | ZNF106 | ZNF107 | ZNF112 | ZNF117 | ZNF12 | ZNF121 | ZNF124 | ZNF131 | ZNF132 | ZNF133 | ZNF134 | ZNF135 | ZNF136 | ZNF137P | ZNF138 | ZNF14 | ZNF140 | ZNF141 | ZNF142 | ZNF143 | ZNF146 | ZNF148 | ZNF154 | ZNF155 | ZNF16 | ZNF160 | ZNF165 | ZNF169 | ZNF17 | ZNF174 | ZNF175 | ZNF18 | ZNF180 | ZNF181 | ZNF182 | ZNF184 | ZNF185 | ZNF189 | ZNF19 | ZNF192P1 | ZNF195 | ZNF197 | ZNF2 | ZNF20 | ZNF200 | ZNF202 | ZNF204P | ZNF205 | ZNF207 | ZNF208 | ZNF211 | ZNF212 | ZNF213 | ZNF213-AS1 | ZNF215 | ZNF217 | ZNF219 | ZNF22 | ZNF221 | ZNF222 | ZNF223 | ZNF224 | ZNF225 | ZNF226 | ZNF227 | ZNF229 | ZNF23 | ZNF230 | ZNF232 | ZNF233 | ZNF234 | ZNF235 | ZNF236 | ZNF236-DT | ZNF239 | ZNF24 | ZNF248 | ZNF25 | ZNF250 | ZNF251 | ZNF252P | ZNF252P-AS1 | ZNF253 | ZNF254 | ZNF256 | ZNF257 | ZNF26 | ZNF260 | ZNF263 | ZNF264 | ZNF266 | ZNF267 | ZNF268 | ZNF271P | ZNF273 | ZNF274 | ZNF275 | ZNF276 | ZNF277 | ZNF28 | ZNF280B | ZNF280C | ZNF280D | ZNF281 | ZNF282 | ZNF283 | ZNF284 | ZNF285 | ZNF286A | ZNF286B | ZNF287 | ZNF292 | ZNF296 | ZNF3 | ZNF30 | ZNF300 | ZNF302 | ZNF304 | ZNF311 | ZNF316 | ZNF317 | ZNF318 | ZNF319 | ZNF32 | ZNF320 | ZNF321P | ZNF322 | ZNF324 | ZNF324B | ZNF326 | ZNF329 | ZNF330 | ZNF331 | ZNF333 | ZNF334 | ZNF335 | ZNF337 | ZNF337-AS1 | ZNF33A | ZNF33B | ZNF34 | ZNF341 | ZNF343 | ZNF345 | ZNF346 | ZNF347 | ZNF35 | ZNF350 | ZNF350-AS1 | ZNF354A | ZNF354B | ZNF354C | ZNF358 | ZNF362 | ZNF365 | ZNF366 | ZNF367 | ZNF37A | ZNF37BP | ZNF382 | ZNF383 | ZNF384 | ZNF385A | ZNF385D | ZNF391 | ZNF394 | ZNF395 | ZNF396 | ZNF397 | ZNF398 | ZNF404 | ZNF407 | ZNF408 | ZNF41 | ZNF410 | ZNF414 | ZNF415 | ZNF415P1 | ZNF416 | ZNF417 | ZNF418 | ZNF419 | ZNF420 | ZNF425 | ZNF426 | ZNF426-DT | ZNF428 | ZNF429 | ZNF43 | ZNF430 | ZNF431 | ZNF432 | ZNF433 | ZNF433-AS1 | ZNF436 | ZNF436-AS1 | ZNF438 | ZNF439 | ZNF44 | ZNF440 | ZNF441 | ZNF442 | ZNF443 | ZNF444 | ZNF445 | ZNF446 | ZNF449 | ZNF45 | ZNF451 | ZNF460 | ZNF460-AS1 | ZNF461 | ZNF462 | ZNF467 | ZNF468 | ZNF469 | ZNF470 | ZNF471 | ZNF473 | ZNF48 | ZNF480 | ZNF483 | ZNF484 | ZNF485 | ZNF486 | ZNF487 | ZNF490 | ZNF491 | ZNF492 | ZNF493 | ZNF496 | ZNF497 | ZNF500 | ZNF501 | ZNF502 | ZNF503-1 | ZNF503-AS2 | ZNF506 | ZNF507 | ZNF510 | ZNF511 | ZNF512 | ZNF512B | ZNF513 | ZNF514 | ZNF516 | ZNF517 | ZNF518A | ZNF518B | ZNF519 | ZNF524 | ZNF525 | ZNF526 | ZNF527 | ZNF528 | ZNF528-AS1 | ZNF529 | ZNF529-AS1 | ZNF530 | ZNF532 | ZNF540 | ZNF542P | ZNF543 | ZNF544 | ZNF546 | ZNF547 | ZNF548 | ZNF549 | ZNF550 | ZNF551 | ZNF552 | ZNF554 | ZNF555 | ZNF556 | ZNF557 | ZNF558 | ZNF559 | ZNF561 | ZNF561-AS1 | ZNF562 | ZNF563 | ZNF564 | ZNF565 | ZNF566 | ZNF567 | ZNF568 | ZNF569 | ZNF57 | ZNF570 | ZNF571 | ZNF571-AS1 | ZNF572 | ZNF573 | ZNF574 | ZNF575 | ZNF576 | ZNF577 | ZNF578 | ZNF579 | ZNF580 | ZNF581 | ZNF582 | ZNF582-AS1 | ZNF583 | ZNF584 | ZNF585A | ZNF585B | ZNF586 | ZNF587 | ZNF587B | ZNF589 | ZNF592 | ZNF593 | ZNF594 | ZNF595 | ZNF596 | ZNF597 | ZNF598 | ZNF599 | ZNF600 | ZNF605 | ZNF606 | ZNF607 | ZNF608 | ZNF609 | ZNF610 | ZNF611 | ZNF613 | ZNF614 | ZNF615 | ZNF616 | ZNF618 | ZNF619 | ZNF620 | ZNF621 | ZNF622 | ZNF623 | ZNF624 | ZNF626 | ZNF627 | ZNF628 | ZNF629 | ZNF630 | ZNF638 | ZNF639 | ZNF641 | ZNF644 | ZNF646 | ZNF649 | ZNF652 | ZNF653 | ZNF654 | ZNF655 | ZNF658 | ZNF658B | ZNF66 | ZNF660 | ZNF664 | ZNF665 | ZNF667 | ZNF667-AS1 | ZNF668 | ZNF669 | ZNF670 | ZNF671 | ZNF672 | ZNF674 | ZNF674-AS1 | ZNF675 | ZNF677 | ZNF678 | ZNF680 | ZNF681 | ZNF682 | ZNF683 | ZNF684 | ZNF687 | ZNF688 | ZNF689 | ZNF69 | ZNF691 | ZNF692 | ZNF696 | ZNF697 | ZNF699 | ZNF7 | ZNF70 | ZNF700 | ZNF701 | ZNF702P | ZNF703 | ZNF704 | ZNF706 | ZNF707 | ZNF708 | ZNF709 | ZNF71 | ZNF710 | ZNF710-AS1 | ZNF711 | ZNF713 | ZNF714 | ZNF717 | ZNF718 | ZNF720 | ZNF721 | ZNF724 | ZNF726 | ZNF727 | ZNF736 | ZNF737 | ZNF738 | ZNF74 | ZNF740 | ZNF746 | ZNF747 | ZNF749 | ZNF75A | ZNF75D | ZNF76 | ZNF761 | ZNF763 | ZNF764 | ZNF765 | ZNF766 | ZNF767P | ZNF768 | ZNF77 | ZNF770 | ZNF771 | ZNF772 | ZNF773 | ZNF774 | ZNF775 | ZNF776 | ZNF777 | ZNF778 | ZNF780A | ZNF780B | ZNF781 | ZNF782 | ZNF783 | ZNF784 | ZNF785 | ZNF786 | ZNF787 | ZNF788P | ZNF789 | ZNF79 | ZNF790 | ZNF790-AS1 | ZNF791 | ZNF792 | ZNF793 | ZNF793-AS1 | ZNF799 | ZNF8 | ZNF80 | ZNF800 | ZNF804A | ZNF805 | ZNF808 | ZNF81 | ZNF813 | ZNF814 | ZNF815P | ZNF816 | ZNF821 | ZNF823 | ZNF826P | ZNF827 | ZNF829 | ZNF83 | ZNF830 | ZNF831 | ZNF835 | ZNF836 | ZNF837 | ZNF839 | ZNF84 | ZNF841 | ZNF843 | ZNF844 | ZNF845 | ZNF846 | ZNF85 | ZNF850 | ZNF852 | ZNF853 | ZNF860 | ZNF862 | ZNF865 | ZNF876P | ZNF879 | ZNF880 | ZNF888 | ZNF890P | ZNF891 | ZNF90 | ZNF90P1 | ZNF91 | ZNF92 | ZNF93 | ZNFX1 | ZNHIT1 | ZNHIT2 | ZNHIT3 | ZNHIT6 | ZNRD1 | ZNRD1ASP | ZNRF1 | ZNRF2 | ZNRF3 | ZNRF3-AS1 | ZP3 | ZPR1 | ZRANB1 | ZRANB2 | ZRANB2-AS1 | ZRANB2-AS2 | ZRANB3 | ZRSR2 | ZSCAN12 | ZSCAN16 | ZSCAN16-AS1 | ZSCAN18 | ZSCAN2 | ZSCAN20 | ZSCAN21 | ZSCAN22 | ZSCAN23 | ZSCAN25 | ZSCAN26 | ZSCAN29 | ZSCAN30 | ZSCAN31 | ZSCAN32 | ZSCAN5A | ZSCAN9 | ZSWIM1 | ZSWIM3 | ZSWIM4 | ZSWIM5 | ZSWIM6 | ZSWIM7 | ZSWIM8 | ZSWIM9 | ZUP1 | ZW10 | ZWILCH | ZWINT | ZXDA | ZXDB | ZXDC | ZYG11B | ZYX | ZZEF1 |
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| count | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 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| 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 | 580.0 |
| mean | 0.30176798763174734 | 0.22805266072881356 | 0.20138450487271514 | 0.09210978307553595 | 0.3847844139225005 | 0.7775754837369705 | -0.013206488052262216 | 0.3408233882724191 | -0.016970309957294295 | 0.02962332795678721 | 0.25770646874428704 | 0.13795301175256597 | 0.20060765907209713 | 0.2063316377320447 | 0.2002674340844568 | 0.19661578969197838 | 0.04807402012536502 | -0.07702161153856087 | 0.5582675932197678 | 0.7528093928289168 | -0.19626541472001313 | 0.7357891302162747 | 0.609061314285067 | 0.23150638487031516 | 0.31229371762710467 | 0.4617328854555208 | 0.22861275955531854 | 0.11286413117491163 | 0.40033575665239735 | 0.09070052915718178 | 0.6916665913817861 | 0.0631414273846717 | 0.8580194868863806 | 0.3922373192811711 | 0.25990920189343864 | 0.41282139693674375 | 0.5619134498436333 | 0.07282471468586862 | 0.11791812192093648 | 0.30204150930108764 | 0.2804764373907112 | 0.22367018731523186 | 0.4824321593106486 | 0.48609727413381676 | 0.08462657538329733 | 0.08680483866604875 | 0.14561974886219364 | -0.04129300344963175 | 0.04919275030287176 | 0.0830838602414141 | -0.06720732635029737 | -0.34215933133859305 | 0.11529402703348504 | 0.33799359300222065 | 0.21442287630489665 | 0.34798666132443296 | 0.45978918274436714 | 0.37561363327812447 | 0.11426156343610412 | 0.09705523160475657 | 0.13959922926396365 | 0.02317063533340955 | -0.5551222690570325 | 0.42078862280210466 | -0.058332053016306784 | 0.1056090971051338 | 0.5910555635162655 | 0.30349308532306474 | -0.21382996222274125 | 0.15567790036818263 | 0.47128609739237654 | 0.07645034008074403 | -0.03730129493360614 | 0.3844447033780784 | 0.4415991366577837 | 0.20492725653182942 | 0.2985524316209148 | 0.25960619845599536 | 0.06440642168508923 | 0.3245649506567305 | -0.21482264475111248 | 0.17684940387815923 | 0.2882883829660603 | -0.017763788759312248 | 0.6159203531702433 | 0.8402247955211996 | -0.11663669312367865 | -0.5074277128980287 | 0.031077982102393042 | 0.08013532117756175 | -0.2284835664014428 | 0.12977916572375175 | 0.8268130977216965 | 0.4921330203184948 | 0.46165308842803554 | 0.2513107607101757 | 0.8136637713976445 | 0.3051576760488041 | 0.9181727339249023 | 0.888621007796192 | 0.5131957072873929 | 0.5211770586315411 | 0.27479577702285146 | 0.5567550313494002 | 0.6196802199211654 | 0.4976639412623881 | 0.29607829471327385 | 0.5922549853260743 | 0.5121481204832152 | 0.9337177455581429 | 0.27206080096324214 | 0.5612260305731405 | 0.7132884260941762 | 0.29498085081088943 | 0.4119883273817079 | 0.4089976825473388 | 0.47081519053498644 | 0.09539808534057002 | 0.6498035764027885 | 0.4546524183532408 | 0.18327335575312512 | 0.21581183197577816 | 0.6210730163461398 | 0.6896795879095374 | 0.6202592357807559 | 0.5704094469950992 | 0.604273761155721 | 0.6952533763687538 | 0.5414585720079947 | 0.9438871738602117 | 0.07982553885300553 | 0.8086010651833562 | 0.24985464712082814 | 0.5363657882780482 | 0.8298475126280658 | 0.8826038329207151 | 0.23399464700879363 | 0.8828861796581859 | 0.5695926260383334 | 0.5100664696172201 | 0.7226935800206287 | 0.18399283285836793 | 0.7699479964189169 | 0.9297713207711468 | 0.7392127170709282 | -0.12267433142825682 | 0.09701258973183687 | -1.151806991219359 | 0.5560035848111554 | 0.558173124411364 | 0.3911108773075037 | 0.6953699491280155 | 0.4955162685485048 | 0.046830933695262374 | 0.4868645366283595 | 0.8169488197830087 | 0.47601269874100244 | 0.44014878630046333 | 0.5166745946552764 | 0.6784146298239861 | 0.2591333449050229 | 0.5103124519604538 | 0.49319922358393564 | -0.01073806451964112 | 0.7546549938581648 | 0.4533166966976643 | 0.23102086995981103 | 0.7214597873619052 | 0.3623373497500499 | 0.36450683585626065 | 0.792153536856057 | 0.08384753060155974 | 0.48722708317604935 | 0.8639569637124388 | 0.8203116448743142 | 0.6583824879355622 | 0.14974952101721176 | 0.37749636846325163 | 0.37573531604144356 | 0.17369464662557982 | 0.48905101126810996 | 0.8172642245486905 | 0.37564339240788225 | 0.2862285910734568 | 0.8738275508637284 | 0.6254523404754254 | 0.5228202344622379 | 0.881592541211286 | 0.4894099195712025 | 0.7003984635579098 | 0.2630269019150012 | 0.4548663331074666 | 0.5003503771160484 | 0.6214941644643786 | 0.42942022744074615 | 0.35425381532177397 | 0.542408498520623 | 0.8920072503238778 | 0.3846023223697433 | 0.28786833930352845 | 0.49103110089858804 | 0.4556849596292119 | 0.4108830488842968 | 0.16305730638582597 | 0.32469469633585823 | 0.1498338924716332 | 0.9139878279032367 | 0.893003599645982 | 0.5323478529869716 | 0.11691395397989748 | 0.3776384260991101 | 0.3783765846208805 | 0.34836120493427664 | 0.47565487002831 | 0.0076749484888486265 | 0.5819625390156239 | 0.19756265967508277 | 0.4353870487172906 | 0.9277452454509565 | 0.5983630742116642 | 0.6895291620842008 | 0.5016082316070727 | 0.7033807673212795 | 0.382851237562062 | 0.059500026308389055 | 0.557516596824852 | 0.5727253888979554 | 0.22207913423554818 | 0.7540269041950903 | 0.7225490668703495 | 0.8093452091289977 | 0.7295622255042725 | 0.6410957041323092 | 0.2862208658304667 | 0.20273225331630687 | 0.39586047288681464 | 0.6346038063032596 | 0.433592868419135 | 0.7254788303433964 | 0.24008944605934396 | 0.39948790064493833 | 0.3300373245370474 | 0.7703903306832974 | 0.9020527178338186 | 0.3755321671325106 | 0.6762713609657802 | 0.9276536047374718 | 0.10978424714796793 | 0.6993188654038812 | 0.22751005710610486 | 0.3345467917171954 | 0.3594637736938083 | 0.11240340245295943 | 0.42329956108486233 | 0.3975263480616678 | 0.24933127692940835 | 0.7015523150272286 | 0.1661830816841843 | 0.6694512169630941 | 0.2764432830996799 | 0.265624409562227 | 0.31387671217957264 | 0.8953408765184709 | 0.0368241039859531 | 0.8818320318310651 | 0.49957600901402294 | 0.44320785868008 | 0.8196987274485283 | 0.5147441209227676 | 0.18540634576118725 | 0.3069629003708441 | 0.8235601289768998 | 0.611692957797576 | 0.3322562624238694 | 0.16633051771070803 | 0.15830775329903435 | 0.8792916913887319 | 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| std | 1.5152930031432603 | 1.173967152965882 | 1.617010329986939 | 2.1232321727038284 | 2.01805420285551 | 3.5077318329988767 | 0.705356331968978 | 1.2503979222784214 | 0.905874231205908 | 1.2045469637628692 | 2.031625011482771 | 1.3109606668305052 | 0.9014229928434508 | 1.7966478321085355 | 1.3448391697462545 | 0.830440449815187 | 0.7614575701969194 | 0.6845733478595876 | 1.912274684175158 | 2.921801586898087 | 0.9865246327525697 | 3.005295154061431 | 2.518450382772878 | 1.0876409148350432 | 1.6303672962479243 | 2.2297520029556406 | 1.659633022203511 | 1.266841579308709 | 1.8348080592838607 | 0.8005760610754868 | 2.827563361852467 | 1.025316521083345 | 3.5898785308286008 | 2.0919973961791514 | 1.0416645228394452 | 2.133961320059878 | 2.7838771193494845 | 0.742080451863697 | 0.9845185790969752 | 1.7076336560848344 | 1.4075601096793777 | 0.9785375315319136 | 2.0883721188937376 | 2.2002934011402204 | 1.0635171764848852 | 0.9767829880472962 | 1.3389637263339713 | 1.1874110612676505 | 0.7847720903394063 | 0.841239526925603 | 1.3306681286617004 | 1.6432098486685411 | 0.9647297461546186 | 0.8289897876651533 | 1.0369374754261909 | 1.877329203637851 | 1.9783032732751964 | 1.772511823900264 | 0.7290094883975317 | 0.8653284301074942 | 0.7428635063160044 | 0.821614235001748 | 4.445481451416889 | 1.9922177557450855 | 1.5151014655781074 | 0.985681670000448 | 2.612574803411034 | 1.6224225797920317 | 2.124150129725663 | 0.9936466782351373 | 2.098796463582995 | 0.7855223163638648 | 0.6820416784544355 | 3.010770531270437 | 2.018306911668237 | 0.9090291982299066 | 1.4397127256314797 | 1.2137905979360757 | 1.1832696010484296 | 1.9475889934390123 | 1.3872675472977052 | 1.1278266613710315 | 1.0834762280496262 | 2.6837464610240866 | 2.568351209432837 | 3.726361034058818 | 1.0879594151006478 | 1.7484165461845085 | 1.0863009022246795 | 0.7438601588309881 | 0.721991030126861 | 1.469835364445149 | 3.46517504497048 | 2.442914992548327 | 1.8158697917537423 | 1.3503058868914977 | 3.6219820577093333 | 1.810132285859107 | 3.9306682760439124 | 3.478142452427778 | 2.1208581044635015 | 2.077457954293302 | 1.3290698834535992 | 2.153211061066756 | 2.6729899182524615 | 2.3499303699826903 | 1.0625076329723266 | 2.655251586371933 | 2.1812779398281497 | 3.9436187857221916 | 1.3316959932498813 | 2.1752308199152144 | 3.1987710168514742 | 1.6400420712339199 | 1.6655055019225733 | 1.7992139078095737 | 2.0341085590698738 | 1.0873186622723332 | 2.8125332560983067 | 1.5327537703047256 | 0.8794451632122001 | 1.2203391230153002 | 2.799493506112394 | 2.863111758994829 | 2.637338518345725 | 2.510946236710447 | 2.642969342147543 | 2.8504351189797754 | 2.1860910650897303 | 3.8785054464602777 | 1.0459482744822841 | 3.3536742796280365 | 1.2633656340384356 | 2.0962118543474806 | 3.5427954654442115 | 3.6964154007534793 | 0.8756600777363829 | 3.670311058815137 | 2.0937057861146218 | 2.342524181683987 | 3.209959107783518 | 1.3745258174753214 | 3.2301373500695383 | 3.8763184415380314 | 2.9874639248952692 | 2.525636454412707 | 1.025727140803905 | 4.420556923249839 | 2.3035931179582456 | 2.407015829394067 | 1.8540900317359001 | 2.9160577824421363 | 2.3410529173942356 | 1.0255270888608081 | 2.319204933812031 | 3.4276523508752943 | 2.0298016644403334 | 2.1647596884496454 | 2.1231005889287764 | 2.7931718052467795 | 1.1855243416627277 | 1.9946400312506736 | 2.0278792588949335 | 2.0130338645112262 | 3.3986073347070507 | 2.155390672767098 | 1.3116062732680998 | 2.9892911528453445 | 1.5029024774534503 | 1.5771593716258738 | 3.191053831116947 | 0.8581287911068993 | 2.119189294613429 | 3.3254477229029624 | 3.5555705261542947 | 2.4365013372133806 | 0.8325102604308341 | 2.1108934838522257 | 1.9340600158739985 | 0.8916841836635999 | 2.0059144849258477 | 3.5547962638408666 | 1.1693598750953977 | 1.6122883546370144 | 3.666235400615717 | 2.4220004427408086 | 1.9658398111416604 | 3.7206862418311926 | 2.1979585093606944 | 2.878374180305012 | 1.2901464793440454 | 2.203905198437699 | 2.1291876231864846 | 2.7233117645449303 | 2.2301168372820395 | 1.4362266216844843 | 2.219837200607958 | 3.5672633639793236 | 2.1161264149479977 | 0.9842211620605327 | 2.3272891550350376 | 1.8451009217092949 | 1.1098964118731127 | 0.7526985547021076 | 1.3822757694512116 | 0.888971946702775 | 3.8682177396493254 | 3.794843193382267 | 2.417565386001889 | 1.5342693433295962 | 1.7504677138190399 | 1.707272511106308 | 1.7181943102301132 | 1.793837466283536 | 1.1338295142736965 | 1.9959784340003797 | 1.0972847998688606 | 1.7153416948359712 | 3.8664138219599153 | 2.296785011776565 | 2.5143590991984546 | 1.947158835836837 | 2.632105256118673 | 1.8592444829278258 | 1.3723397021270056 | 2.4232073088887973 | 2.3467093633084826 | 0.9628785760629294 | 3.126465341645739 | 2.6766315812864736 | 3.307263647688122 | 3.03078191098056 | 2.6328278450704077 | 1.7544058200607653 | 1.2042283768777513 | 2.084959381975989 | 2.874361655905536 | 2.0176663882557824 | 2.680241882118346 | 1.1419046463598093 | 1.8724847779896752 | 1.4750523901900434 | 3.2966096340299327 | 3.6400058724331026 | 1.3543596929296344 | 2.924069270208548 | 3.683806184525152 | 1.3705038170610502 | 1.9635632110796077 | 1.1219227681380215 | 1.4188162748813395 | 1.9429634729817924 | 2.894138127731238 | 1.76665377319585 | 1.3853744828186838 | 1.4598398942273365 | 3.1024395049350146 | 0.8291295447688081 | 3.1145086578808145 | 0.9381673288237639 | 1.1682438541013926 | 1.5082841168394845 | 3.6941113308514093 | 0.8820292952277026 | 3.7092904448456605 | 2.5657654637895324 | 2.092728351768031 | 3.3468478451683144 | 2.1219234591872516 | 1.0955590538972455 | 1.7892496272457756 | 3.5829134758527834 | 2.382068469082356 | 1.6494484633640434 | 1.3775995328294814 | 1.0522099793150952 | 3.748117317919986 | 0.8721379157624956 | 2.3423560733509534 | 2.069587727765384 | 2.589412679332444 | 1.4712214127896763 | 2.0827743222666397 | 2.2358556262931435 | 2.005376707999568 | 1.875832024978208 | 1.4750981855889769 | 1.2244201524118896 | 2.80056132697032 | 2.5818494667609526 | 1.9434264920624744 | 1.4134117381906037 | 1.487666279028589 | 2.5287481860576797 | 2.078492904293201 | 1.0607673253597747 | 3.1401330147038915 | 2.2135071049055375 | 2.3389313974512103 | 1.0528644304065093 | 2.1956491245155068 | 1.9164428510299574 | 1.9595186702630567 | 2.2743203567576016 | 1.5052136147283497 | 2.173485042031508 | 3.043683796851318 | 1.1080745167405035 | 2.4927640304346306 | 2.6350959876318725 | 1.0110197431642727 | 2.7296614678510798 | 2.7678720206648206 | 1.4421833649374864 | 1.143734522662874 | 1.6672796927403168 | 1.9328627251405075 | 1.5146292765053355 | 1.4361547645093788 | 3.952337623041844 | 1.4312545528981784 | 1.8017683411374767 | 2.3955332805502345 | 1.6554500634339464 | 3.0922179480785226 | 2.691115201016261 | 2.761001224858198 | 2.933382400052059 | 2.0937892493332817 | 2.0112458436335388 | 1.911672865872514 | 1.8228057650358036 | 2.1913332561623093 | 2.3477850801606444 | 2.5471134987087423 | 3.2261397857132668 | 2.171642164984846 | 3.0080586740933426 | 3.493226731049913 | 3.4591155875014556 | 2.033534352996052 | 3.6744561142596175 | 2.6672087655200007 | 2.8858266688637104 | 1.8281945973884464 | 1.9049789802119381 | 3.5434785918832508 | 2.4485272522791313 | 1.0672502352262987 | 1.53952998243618 | 1.84608437735985 | 1.4088617900934075 | 3.114334561287524 | 1.2519244719309988 | 0.9931811886305522 | 1.024342154769587 | 1.8006725651787288 | 3.2694471500296913 | 1.5879770523014416 | 2.9574410992364175 | 2.9241614645169136 | 3.2417879174423234 | 1.4662987092616209 | 2.5044567506087247 | 3.5476043440122185 | 3.5786103176173696 | 2.5219021461469406 | 2.5181695920003073 | 2.787853606739768 | 3.490338623254267 | 2.151998565124528 | 3.3488166236700905 | 1.6857909941779419 | 1.913685956558851 | 2.8504170825525104 | 2.638746329960597 | 2.5284323417514694 | 0.9671171311675909 | 2.368749387497149 | 1.83170813662952 | 3.9130184899721985 | 3.9774820503360404 | 2.4420213332984946 | 1.949843054937199 | 2.484214754275387 | 1.5921615546379435 | 3.9791437421358338 | 2.1758020490270993 | 2.7975565520981895 | 2.483403265266493 | 2.402856817081581 | 3.3709338275941083 | 2.4933806615889744 | 3.3746340863133923 | 3.6225151567568816 | 0.7931020203176632 | 2.324329411567513 | 3.2370610310776073 | 2.900700539828529 | 0.9184453305165807 | 2.1949296146022594 | 1.7468003246795605 | 2.2274313551620653 | 2.7764575289657203 | 1.9420935791085399 | 1.3037386573695005 | 1.4657828890966977 | 2.5112746503324264 | 2.6306104580835914 | 1.0299145051236966 | 1.2247315770910794 | 2.161941995604064 | 1.4071012447126037 | 1.428117774389195 | 1.1274891672146954 | 2.613635849619167 | 0.9647119661284386 | 2.1240715341002034 | 1.9096672430209325 | 3.207283057511648 | 1.9169649351907536 | 3.7880576014325498 | 1.7609756901828548 | 2.715843013887049 | 1.664207476379338 | 1.6317716189707028 | 1.9438384667389286 | 2.6398762374372047 | 1.5394429118833064 | 1.199433666287387 | 3.2308556494957172 | 3.0640749056286234 | 2.403513602586408 | 2.4253058219182293 | 2.777805638446641 | 3.2321970033810574 | 1.8817246964379737 | 1.1362808830273303 | 3.6804364087431782 | 2.741232645028873 | 1.3222574611645384 | 1.1886130499611731 | 1.290620366073338 | 2.1371308127084587 | 1.4606784244743882 | 1.9091660013775522 | 3.82327128340752 | 3.7123141053308593 | 2.3361596283425947 | 1.3788777780993902 | 3.716487164792941 | 1.869416048195179 | 1.331784742618267 | 1.7505129152009415 | 1.4206138806213628 | 1.711454719142118 | 3.8834274707257577 | 2.1816884913825896 | 2.9114660292638157 | 2.99683954450714 | 2.414949608615904 | 2.202555895393866 | 1.8527502858238756 | 3.450791811759922 | 1.4755801218848656 | 2.125566800099732 | 1.4058473362487784 | 3.019442440109186 | 2.994017776415051 | 2.8607068863234426 | 1.1096454494775696 | 1.775007967617326 | 2.1870289682805817 | 2.3667988722737863 | 3.2457787084758594 | 3.2396244560121006 | 2.4376620218371468 | 1.229257652387367 | 1.504302661356337 | 3.3738001504978468 | 2.0863738957708287 | 1.6845702785050283 | 2.4226997879347216 | 2.164118446393707 | 3.457345242645218 | 2.2908523502287332 | 3.542877675547531 | 1.4972455554933304 | 1.430470592794889 | 1.2855667965931985 | 2.740687555666113 | 1.5549929138867855 | 2.5790557687822924 | 2.1915820721842643 | 2.5111205638065703 | 2.1384255867868704 | 1.3929769628179092 | 2.3348450580424838 | 1.9733585522784396 | 1.1729774207685426 | 1.6323229971795332 | 3.6560331424936185 | 1.720118102281061 | 2.293561421143247 | 2.919556741137447 | 2.4283987557011035 | 1.30018658005078 | 1.1625587023355826 | 2.085740675816024 | 3.0724893244905616 | 1.9925158444738498 | 1.4400452330516924 | 1.3589934156439654 | 2.3247407158230224 | 1.2369849493224472 | 3.766585488053021 | 1.6177358380252438 | 0.9436893542146352 | 3.1965880386409617 | 3.5576652827804334 | 3.746621993321737 | 1.1756735045074558 | 0.9459421195097258 | 1.8339509213121004 | 2.8399174816477566 | 2.329509569357122 | 1.9460276088804156 | 3.664877457748165 | 1.5511954309195641 | 2.8659478478630094 | 3.012764125999543 | 2.741933764731982 | 1.3553095328543694 | 3.125197082915866 | 2.1017725420782893 | 1.8731887118589583 | 2.5388874073645216 | 2.2780558909443536 | 1.3091314021005844 | 3.019862842662622 | 0.8714963681928011 | 1.745886670942965 | 2.86157881500676 | 2.1690836724405376 | 3.3172865606933932 | 3.189140949273932 | 2.9193043021166925 | 3.375930557172451 | 3.181233073576734 | 2.3145230995006454 | 3.0267618227114843 | 2.1556217428658333 | 1.2757917762994397 | 1.9354673698476172 | 2.4505438222611655 | 2.751935099907617 | 2.177792675068925 | 1.1848262922469766 | 3.408266557010812 | 1.1798340183166147 | 2.358605891296598 | 2.6711249468402545 | 1.3758685095680827 | 1.4577112545018298 | 1.93563277405219 | 1.7178574250021286 | 3.554939538557022 | 3.0058145959365468 | 3.475254981639856 | 1.4687795189521684 | 2.202188658632288 | 1.1663704858419897 | 3.861195545346495 | 1.7844035895913808 | 0.799013274049881 | 1.1843583896674263 | 2.8890863707982115 | 3.2438068332646095 | 2.3196822508562005 | 2.1880553327759023 | 2.289303206378765 | 1.4138881898912758 | 1.6546591125626342 | 2.798787759860756 | 1.6492352627386333 | 1.7263528148224925 | 2.4656956389432847 | 1.4302788270397764 | 3.223680798704754 | 2.3295071866274437 | 1.287678777515295 | 2.240876080606796 | 2.5397227195267686 | 2.446082005568563 | 1.5464831337350544 | 2.789431709550899 | 1.0910049114709146 | 3.6388276572587466 | 3.454570916761316 | 1.9376892930257605 | 2.267780345805402 | 3.974768055107343 | 2.07359402952928 | 2.5810958560457986 | 1.7238258692144968 | 2.973820150556711 | 1.9975596301716967 | 1.8796528510740427 | 2.526460675835036 | 2.654101301627768 | 1.0010366386445286 | 2.4438141858415645 | 1.2452305396322156 | 2.351736373463442 | 1.7273363286811088 | 1.9310410100607427 | 1.8812629015355902 | 2.581036657938592 | 2.1250368120864143 | 2.2159924058528775 | 2.1771844769526485 | 2.2044948900422985 | 1.6497829599972804 | 2.2798604524569055 | 2.5481620475901607 | 1.6005224123316475 | 2.9068254384633803 | 1.1163545109109205 | 1.6086218698566805 | 3.9053330533108785 | 3.9153173342562417 | 3.360886631389974 | 3.1484158919525234 | 2.4811147070976003 | 2.7568455923565365 | 2.052249729247573 | 2.8125498037185506 | 3.517308278118757 | 1.7253021511531372 | 2.7520162303236275 | 1.5795474147296922 | 2.1086674287987264 | 1.9054413631255591 | 1.5302221604033255 | 3.403344704284011 | 2.0649507270760203 | 1.5322073937131093 | 1.8973412640796756 | 2.126186965873984 | 3.419272992064626 | 1.9559257722550338 | 2.0199628760454993 | 1.8402135157426591 | 1.6094963057183975 | 3.973589471072406 | 2.592665401463444 | 1.686735681572697 | 1.1732235744977295 | 1.5271502886289157 | 3.5589169259870244 | 1.9075321545200923 | 3.928780684853559 | 3.201687568154247 | 2.491910773454225 | 1.9467514787975189 | 3.650347546656219 | 1.0711889094461602 | 1.7050957787991399 | 3.247841076047934 | 0.9648879992376888 | 1.640677153257659 | 1.8622354845840627 | 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0.3976198870104521 | 0.38558759345258464 | 0.5092464098281633 | 0.4420304390482074 | 0.6150917616753986 | 0.4429161680584376 | 0.3971629209812166 | 0.5840815000459456 | 0.5709395290576706 | 0.33906269249125304 | 0.6976431982977264 | 0.2023590781220389 | 0.4321027346481743 | 0.46281167555213526 | 0.7101663383043455 | 0.618617568432396 | 0.40414540426305745 | 0.6159297229160674 | 0.44394302048236745 | 0.4373517842563893 | 0.4384018068259311 | 0.5874738185902179 | 0.502973315560462 | 0.6087238165056975 | 0.4028473794311287 | 0.5261634712444617 | 0.4958274877228541 | 0.37664253385503466 | 0.5699815704790369 | 0.4850876594581271 | 0.606482862152555 | 0.5290626525139326 | 0.44766078920231644 | 0.39333109769369845 | 0.38263931169497784 | 0.7837114393803909 | 0.542576778199234 | 0.49525105781405493 | 0.4503561299001738 | 0.31694545853554795 | 0.4790919220816355 | 0.47037387427461885 | 0.5204032416516469 | 0.6047173598468987 | 0.5478431439365098 | 0.4417225501884141 | 0.3090334690328962 | 0.6091976152463605 | 0.3765720596608139 | 0.5901066477410859 | 0.5362201054268766 | 0.3405406657531919 | 0.3820733154053686 | 0.4363251304825586 | 0.5023483848556934 | 0.4595825243742908 | 0.558783261457079 | 0.7047043303811633 | 0.38565148159613066 | 0.47711692595914196 | 0.5193502481294152 | 0.30138087649559475 | 0.39439643275796066 | 0.48331580638023625 | 0.5964667934282498 | 0.6268132025749786 | 0.22587309652632018 | 0.3949454802303979 | 0.4506077144858188 | 0.37638825415358856 | 0.4048536548205111 | 0.4956143981169855 | 0.5800547455519174 | 0.8314437184813058 | 0.6584910186661386 | 0.5935418955345424 | 0.4331616026979466 | 0.5559112656963214 | 0.5501468986465982 | 0.46219291803518014 | 0.4326614502827839 | 0.6332707180643778 | 0.42607074204044815 | 0.45430702884596164 | 0.5120567919060068 | 0.5831724870906612 | 0.47051210354241835 | 0.4233826853427514 | 0.48324213118514087 | 0.5039464096396121 | 0.5046285989352927 | 0.5714073659124568 | 0.6779662006497538 | 0.6516711579025113 | 0.48518549588948606 | 0.4328883720357286 | 0.4863513391767279 | 0.622872593439955 | 0.5580122889919774 | 0.4531065220441275 | 0.31852326392274805 | 0.6417394100510021 | 0.44099227142050934 | 0.5010979379226385 | 0.5963426818791692 | 0.6041160432621058 | 0.4011948697696637 | 0.6928944523074321 | 0.629337863799174 | 0.3876673123015587 | 0.7282636251098462 | 0.6590607246791664 | 0.4700572411829079 | 0.40209951692351664 | 0.4561636945071149 | 0.5522282803989074 | 0.6752289740050514 | 0.37137513589250604 | 0.4879204831339639 | 0.37862824259629174 | 0.2918615856496698 | 0.5903692820407687 | 0.4998038846627011 | 0.5143244688872787 | 0.4502615737338115 | 0.5196721517534053 | 0.688650510880348 | 0.39495265849889094 | 0.4358074708232821 | 0.4434203527371934 | 0.4036962311660852 | 0.547189931628573 | 0.7111573794557267 | 0.4419914210233694 | 0.4987167818345877 | 0.3608916327073567 | 0.49742470854390275 | 0.6103336317037192 | 0.5587929041587814 | 0.6595534420276357 | 0.3746998471042271 | 0.49330752054838944 | 0.4661065353915236 | 0.3682466548474977 | 0.48827618463834077 | 0.609163749981328 | 0.5025991834559415 | 0.5945918978680753 | 0.51512195313558 | 0.4550947426552584 | 0.35312325035253944 | 0.44883869866444137 | 0.589774488294321 | 0.4947821823786324 | 0.3822389445010014 | 0.5210181187373982 | 0.5525924305102765 | 0.36803219731693504 | 0.3934679770033316 | 0.36893554120885763 | 0.4783669013687924 | 0.6363932670291435 | 0.594918360830474 | 0.45485316996238556 | 0.46950948644005974 | 0.4976811741412818 | 0.4292970721181484 | 0.6350812669727252 | 0.492571772005446 | 0.594490010053705 | 0.6100076886248423 | 0.5415030377685678 | 0.44754505941819905 | 0.4295133149292727 | 0.47389782709300504 | 0.3612642546289768 | 0.5341684246434937 | 0.4236771247659042 | 0.45164046345274134 | 0.5533859015858354 | 0.33582480875006104 | 0.43171346638799607 | 0.6215230937702477 | 0.47150829957352075 | 0.5382103276390272 | 0.4789318121359811 | 0.5562980175728175 | 0.4637094851848502 | 0.443819495173383 | 0.41271975149190143 | 0.3966495598824803 | 0.30491430013389287 | 0.2729900619418324 | 0.6426096861922914 | 0.6365295061473409 | 0.6378064232991988 | 0.5761959750267491 | 0.4073124266900816 | 0.5440675644230857 | 0.43175704202786813 | 0.4405949065978284 | 0.4504722655288231 | 0.5216927975713546 | 0.5667653844562537 | 0.5033936425080883 | 0.5606930299638658 | 0.35815159747175807 | 0.563262685675268 | 0.552019312885627 | 0.5697721394206556 | 0.4647932132837236 | 0.5575023795683851 | 0.47169307157139356 | 0.5187853538841656 | 0.5456550395830023 | 0.23302362061900916 | 0.6224067953043231 | 0.6588254155773837 | 0.42836217395929554 | 0.5863798323028044 | 0.4668455873119821 | 0.4003975798267429 | 0.4813278264876348 | 0.4791123364604193 | 0.3985405962414923 | 0.30051598698493553 | 0.29127571315930467 | 0.6531496549032483 | 0.48060258960462476 | 0.2566771964325226 | 0.45536240675343875 | 0.314986074008727 | 0.3263929493093212 | 0.5576642829176552 | 0.5978781286963648 | 0.37984660530690445 | 0.4890412233686028 | 0.3640329316553383 | 0.4037823644207192 | 0.685048316029252 | 0.5729946947351183 | 0.49900133132740676 | 0.4391351136605134 | 0.6686857030315868 | 0.5710389711245498 | 0.30220151411683105 | 0.49711983639687635 | 0.5098126264295952 | 0.35370380441163346 | 0.6663252883297479 | 0.44896156153513034 | 0.44556806163029744 | 0.560018691789355 | 0.37220027669586003 | 0.3636452509894653 | 0.5031846625644263 | 0.5290929952615635 | 0.29709931040060045 | 0.47192034935291943 | 0.6470004151935078 | 0.3750889290744363 | 0.533785722677756 | 0.6094256660412111 | 0.6240748918283342 | 0.7002503924332621 | 0.4397809388372693 | 0.5789241706201249 | 0.36697218859578906 | 0.3051772708450895 | 0.7146558332360695 | 0.7184041346797752 | 0.9235933672818406 | 0.3892352231012447 | 0.45673279274732226 | 0.35454282063098225 | 0.5631238509473084 | 0.7616944117131347 | 0.48460249758214996 | 0.4026089142272994 | 0.7064404962029319 | 0.642275943851547 | 0.4978093049736675 | 0.4823662504560067 | 0.390487796810314 | 0.3966049183681364 | 0.300885972278825 | 0.43208479909690495 | 0.47368140944149023 | 0.5835925730640896 | 0.46836200456163957 | 0.38971846084976824 | 0.6406064433212546 | 0.47058141569897494 | 0.5367489197402546 | 0.5923520769979523 | 0.5612929856987416 | 0.6073247917396078 | 0.5179214631606739 | 0.3818531319148286 | 0.4876847752696042 | 0.4534138783945403 | 0.5592569513194016 | 0.35227849118565846 | 0.5026003956161089 | 0.2942601115390378 | 0.45421214774213864 | 0.7157752147521229 | 0.5613540433210438 | 0.3528740454312448 | 0.9346166678182231 | 0.5627729557754181 | 0.5434183310668511 | 0.5576531223938099 | 0.43496225556680257 | 0.5326165595349813 | 0.440763622143882 | 0.5530626993511287 | 0.4632978559623202 | 0.35985252232810716 | 0.5204031698913687 | 0.623195515378119 | 0.4411613198471199 | 0.37921987781399946 | 0.6204034516560665 | 0.4205439186080344 | 0.35301712434824867 | 0.6755937932226876 | 0.656307732423209 | 0.6134357668493058 | 0.3186475158176071 | 0.3585383828546532 | 0.383253520240566 | 0.4772016804839666 | 0.3569093538743626 | 0.5707925345722616 | 0.4706850893876176 | 0.6386837128812353 | 0.44796296695960436 | 0.3402867075998134 | 0.6194354408464587 | 0.4635601436338155 | 0.48018667317730496 | 0.5224105171625906 | 0.45996308407765746 | 0.45607343738792533 | 0.5656430660982235 | 0.49423371546000394 | 0.46314999382969513 | 0.6042134045601637 | 0.44077478151323135 | 0.4428783753789885 | 0.5026600863909747 | 0.2816114369238125 | 0.5057615186080083 | 0.35782559051329305 | 0.5973336489936684 | 0.4201750516905582 | 0.552074440236917 | 0.45959937722658734 | 0.40655312768974833 | 0.43935838954680695 | 0.6842218183074171 | 0.6239217024266365 | 0.4585509624294821 | 0.4666763661572932 | 0.5448949134511587 | 0.5213623068219475 | 0.5409570879180763 | 0.4896653143523062 | 0.581440637546737 | 0.4135009906450298 | 0.38915975797757174 | 0.6321021441955272 | 0.6539535094025749 | 0.31370669993433475 | 0.4499511656575344 | 0.764941936825676 | 0.42552853778263766 | 0.6342065687212467 | 0.5780312276390271 | 0.5322182734306893 | 0.6411275761865346 | 0.5342770856125625 | 0.11068135093067173 | 0.15069226320080895 | 0.7173438116008897 | 0.2926989645670883 | 0.3546500705290336 | 0.18889869805069492 | 0.541545775667338 | 0.20102808055687665 | 0.31970869916024525 | 0.6349266571350308 | 0.6376290173899135 | 0.48767849280756226 | 0.23638851830141472 | 0.4418355541514487 | 0.3083073584872732 | 0.6590866778239217 | 0.6624488431954009 | 0.553701969762756 | 0.2822227296241729 | 0.4239630150207645 | 0.46652913264332996 | 0.352486964466034 | 0.4018718411051699 | 0.4492460900045687 | 0.5788922296574469 | 0.47703298583121884 | 0.5809374424098122 | 0.7078660985107476 | 0.37981277441168193 | 0.4221960648751682 | 0.4282569253593652 | 0.4340764175308771 | 0.6133375291876604 | 0.5135967190106869 | 0.5343804075400045 | 0.42430112607176707 | 0.4645193699787365 | 0.5463693573259887 | 0.5882049956333665 | 0.5912804545621799 | 0.46370274343866996 | 0.4134788274060041 | 0.5786653175971775 | 0.33247784229643423 | 0.32821199161694875 | 0.48957604780860287 | 0.3580664443740233 | 0.4470557286245848 | 0.6541249683499403 | 0.592472515620694 | 0.5115165181388139 | 0.45240029524839304 | 0.26953258666861357 | 0.24837522380392682 |
| max | 22.08542786240399 | 14.421991093023752 | 27.557166046323935 | 27.60371487105479 | 35.27804007060533 | 34.78594180516284 | 5.079223153440998 | 15.58949404927606 | 10.855079703688995 | 6.200960625705855 | 38.49782758217867 | 22.881296323405724 | 8.630324658828396 | 23.96864352978388 | 19.791957423452736 | 8.309338660655506 | 4.763672373520201 | 2.8368716705858903 | 26.593133878440213 | 34.21071569624093 | 3.0823414598250944 | 34.64993705300429 | 29.136309045716683 | 9.949728449137059 | 22.622705472788414 | 33.813035683616896 | 24.228788459655515 | 21.146561017563208 | 30.92806446799471 | 5.420751165864901 | 33.940253806976195 | 8.863827816642976 | 35.012705608983865 | 34.58478091223777 | 13.86164654866562 | 30.576686477266694 | 33.81129870276025 | 5.864137543457816 | 9.338398827120887 | 25.97870561651051 | 21.474341120185777 | 12.47384547032279 | 25.9781191325392 | 32.54025880644189 | 9.415516271395122 | 11.164403693364402 | 17.730519603959017 | 7.102170015445569 | 9.227427865174015 | 5.3455188254486545 | 19.72500914221375 | 20.860363190028895 | 11.210194283427644 | 5.90489100273886 | 11.092060317602817 | 28.302053734376283 | 28.026681013492766 | 27.98163748732067 | 5.877992129199878 | 7.054044413523723 | 5.349377340715797 | 7.598842116419905 | 2.508250331226334 | 28.55842872638075 | 3.1696953676871016 | 12.143839484563129 | 31.309435291409315 | 27.47147931481879 | 22.583819201923266 | 12.709835214470417 | 35.7128215870658 | 5.352006342481603 | 5.954348555793876 | 42.14489432606411 | 28.26018521158123 | 7.162476847256416 | 19.11862503230045 | 18.04170940778468 | 5.720111595905304 | 37.17084438629837 | 6.7605814546613265 | 14.348848922781785 | 13.292869574610865 | 41.981693957445096 | 32.688432054134246 | 38.29857215927481 | 5.815762128472076 | 4.1418015373784085 | 6.982159398594844 | 3.717831927810001 | 2.1976141460202623 | 5.544021470642501 | 34.16676245152267 | 32.989504988571056 | 25.509425090827907 | 19.457932673607093 | 37.7932441150526 | 24.645388862738688 | 38.29493423852224 | 34.8112321825516 | 29.26741521589141 | 31.66097654120498 | 20.036245891429445 | 29.442152107657908 | 33.693352487838816 | 26.156106820840055 | 13.66308024241277 | 34.33357286865909 | 27.702618154057355 | 38.414931770813375 | 14.623376959983549 | 33.34999026999554 | 33.51797802788265 | 23.090958928600482 | 24.8159616435924 | 26.80067580498189 | 29.721845978103307 | 16.543418755082712 | 32.77725976627595 | 22.94646639742121 | 9.537188320681377 | 14.307475255377316 | 32.48225057458123 | 30.704600202041004 | 33.85913234325054 | 28.944940716720243 | 33.07578455072522 | 35.09054330897537 | 31.190692746521403 | 38.30232861462022 | 10.204399424621629 | 35.00978508633139 | 14.675475944479455 | 33.99677848369609 | 34.931080249878356 | 35.47308931344844 | 7.022026127732285 | 34.361698534747006 | 30.639900479264973 | 30.772826741910393 | 32.88360368364198 | 20.883311949805073 | 33.86503316353011 | 37.24734200118324 | 31.729980914552662 | 19.754301189391928 | 14.385855338405069 | 7.494752815992418 | 29.381703034342873 | 37.14243326989904 | 27.686227034170113 | 31.532358475714954 | 34.73303869633609 | 12.113378153524781 | 32.168387223864066 | 34.05996897755444 | 27.817865687323994 | 30.075703792845868 | 31.436966553931235 | 35.11036828190682 | 11.04778295077043 | 26.965307983772608 | 28.919539393422056 | 7.647459338663987 | 33.56354691796535 | 30.651455279619775 | 12.265209077728512 | 31.71170343796037 | 20.864439920716904 | 24.736321049217402 | 34.61335185926083 | 7.119758008949535 | 28.23908814934744 | 34.74405831429108 | 34.5291646089301 | 32.81194200025546 | 8.069069165722587 | 30.276837533765104 | 28.126440583602186 | 11.669127285901174 | 29.533383760745558 | 34.737554013396455 | 14.50830606433636 | 25.221858991733953 | 35.65120317317522 | 33.200117565572164 | 28.5938876792991 | 37.10045849361976 | 28.576543187937684 | 31.223738538667426 | 20.57479670420662 | 35.43756412571173 | 32.61156805643694 | 28.755548708084042 | 29.488447816914988 | 21.77210267469456 | 28.158240568118778 | 34.931080249878356 | 31.48433883489976 | 5.247168907669717 | 33.30498742062756 | 26.930155939084187 | 13.299109313745614 | 6.265589264261956 | 20.529172977843 | 9.490579413390273 | 37.87723781773671 | 37.69950846534954 | 32.20246912514423 | 22.548749050983755 | 31.62848151568289 | 26.754756351035677 | 28.361565553909053 | 30.348158272557317 | 7.424443032076781 | 28.411876005417295 | 16.84045465807669 | 30.1391023578037 | 37.86058314012345 | 33.06977992035685 | 32.607917346702685 | 26.685881090511035 | 33.5316255814021 | 26.896668715476558 | 17.87375353014852 | 29.870207846365442 | 30.135144315302604 | 11.628891578586828 | 33.00683740938518 | 33.933027432731734 | 34.690905414141874 | 33.918144978716654 | 30.578354595893316 | 26.811983151063984 | 15.06324317566652 | 28.702517189238385 | 31.820057016390756 | 27.617631392469246 | 33.06040091814582 | 16.267624513621882 | 25.939179130132082 | 22.262076752985934 | 32.940348774577906 | 34.9850844937629 | 19.390774922245786 | 30.926922396107834 | 37.20311425784478 | 17.841869291840286 | 27.102192506012067 | 15.653141352944637 | 18.801277946880372 | 25.48834897305601 | 23.009263892841417 | 28.669181348186562 | 21.341634012504997 | 21.357063347931604 | 33.012133427696945 | 9.948788560566669 | 33.53898120238219 | 11.865670419293219 | 14.770917769448216 | 20.351670696230922 | 35.69844513594432 | 10.546049627149939 | 34.931080249878356 | 33.77712708837102 | 28.946392103387964 | 34.98849016937037 | 35.177891565803755 | 11.091340370753713 | 27.344803905058072 | 34.421237827657094 | 33.635931544430406 | 26.477076296824773 | 17.72874590703506 | 11.515166041649817 | 37.00086959141142 | 9.463408706352746 | 26.524072372972743 | 28.51924705735132 | 35.02518339602077 | 16.794002985041953 | 32.545497462216055 | 32.05320537207408 | 31.37138822412977 | 29.44793581595464 | 21.611055741947045 | 11.789567089005764 | 34.747821050776615 | 30.11487078984863 | 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34.879726607505056 | 36.08649931798734 | 28.631075414682016 | 27.5341249784355 | 29.874845617302636 | 26.941963233992848 | 16.505315688066894 | 22.409042123927126 | 28.9517409227536 | 20.31621825491236 | 17.985824465808815 | 32.37813804263189 | 28.377385841978402 | 26.946681592626348 | 31.014012287686317 | 14.560178119801238 | 34.03609719704439 | 7.187240596896765 | 33.43563706309019 | 36.59575897538901 | 7.213904316430418 | 25.645943850714037 | 33.01233100897964 | 34.931080249878356 | 25.87665608785091 | 31.91456730791182 | 32.62777803471317 | 29.829402309014874 | 29.000742404641304 | 22.97202901814006 | 34.35898289047794 | 21.81769848044718 | 25.358773120406852 | 34.64668350864349 | 33.668319746482815 | 34.38496905584646 | 16.968586466049658 | 20.228289889380452 | 17.98790446070729 | 23.275702613031665 | 36.84812216359755 | 22.04183253992785 | 31.806231737012407 | 28.33667158197998 | 30.965029243082675 | 32.60369319253964 | 33.942721390296725 | 24.586635945588124 | 31.697695924323266 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31.869600944428452 | 35.032053932461835 | 18.59712486495635 | 4.618141582958281 | 15.216355473251328 | 31.323445373435508 | 34.93648687456048 | 28.476290360614883 | 34.00313149128932 | 33.490216883192126 | 28.204455341563545 | 37.63686837004941 | 34.347360886478626 | 34.29053009048924 | 9.450252105045452 | 34.88708942601508 | 27.440158952474366 | 21.54403530076148 | 20.043740732908567 | 18.103921653996224 | 28.911123858482572 | 30.10523894692502 | 26.788788860979743 | 6.11349198758415 | 24.304556918542293 | 33.39409874171642 | 37.5941713103237 | 29.863674642705277 | 10.347162199050338 | 34.72919496058126 | 29.52365251862547 | 33.53807003904568 | 16.829997133580754 | 26.402763433626234 | 14.885150345595337 | 17.325122004201372 | 34.931080249878356 | 28.709642222971247 | 20.973537089934617 | 33.18698088693269 | 27.930496260262327 | 25.43645371936067 | 33.158302136053024 | 27.562004553140532 | 21.583606163096142 | 34.95259591898593 | 31.248976633470374 | 12.918536034607712 | 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33.28756746552586 | 33.46983975184001 | 31.27766904150316 | 20.25699915043006 | 33.52486125746482 | 33.7037684565916 | 33.732794019911566 | 24.817560842783298 | 32.31123091124526 | 34.212147377806275 | 31.155631048223697 | 14.065855562125833 | 31.292483830896234 | 34.88416050789945 | 26.557908688233905 | 8.077476740372745 | 25.130321621064443 | 29.10263495417255 | 29.739327361510785 | 29.573725444584984 | 9.436572377808636 | 14.95876123167096 | 29.4414393114693 | 28.220399734050865 | 25.781809010487038 | 35.82389237625424 | 34.981525958486756 | 34.73395195169035 | 27.347371949940346 | 26.36022805912377 | 27.754680478001667 | 6.790968214117742 | 34.931080249878356 | 34.2053908509293 | 31.620727851740497 | 34.33809119602471 | 23.25272442381274 | 31.067546767216676 | 27.95141736191273 | 21.154567355943346 | 12.014656912754738 | 34.723465365013475 | 31.788062826241614 | 32.14954219172405 | 20.83192078775108 | 28.280662641835256 | 18.587111931428304 | 12.465271760436401 | 28.0274408881146 | 32.9017795246132 | 35.23891007181089 | 29.811265771191312 | 28.918421819917523 | 22.63103602768209 | 28.566960769723373 | 30.72680173785939 | 30.553703763432956 | 19.379473440889416 | 24.64693113344407 | 34.286552920689374 | 32.452318385575396 | 28.0659297604706 | 35.679267828303836 | 35.67242634317893 | 30.537522199123956 | 10.095164852128786 | 30.566653958501544 | 33.283607918832516 | 31.454111127753606 | 21.857518912160565 | 34.081899638631896 | 38.03833357150722 | 29.366294861993996 | 38.16032360750598 | 28.078507416008943 | 26.382506471076496 | 32.33412521246971 | 35.347166003646905 | 32.82348469781619 | 31.820669172978093 | 29.43696000225782 | 32.950711841514185 | 21.265726288349505 | 27.04446918555514 | 33.76297256752684 | 10.841950986125514 | 21.233028281714148 | 34.26070460826986 | 30.10677119720938 | 24.63295780071592 | 26.50428627917302 | 29.19872215716256 | 31.006999786796143 | 33.31210088290902 | 14.315044892191466 | 19.57463664837221 | 38.45768636763446 | 26.2533888420617 | 39.35724674836979 | 4.213778311451411 | 37.13085837329283 | 34.57457556299344 | 25.71366257251223 | 34.64958137970704 | 32.49599846951085 | 29.62544069832623 | 30.172419177566148 | 28.411717956734538 | 30.15865505648767 | 19.272530766290775 | 6.2640382147750024 | 30.674338338252273 | 10.390950241768362 | 30.81950915774802 | 29.729162597007978 | 33.76860624757856 | 27.509406074005703 | 20.33152130037495 | 31.28847683884624 | 41.004718690964175 | 19.230810704474983 | 7.386274544349863 | 29.023152718600294 | 34.74917283673438 | 35.390776930632235 | 27.63778954266983 | 33.27263518664326 | 34.152530899082784 | 38.62031375949775 | 36.003988146290034 | 30.19008040612031 | 32.615151787990456 | 12.147289592366247 | 27.114532469027584 | 12.406532301035528 | 13.648428230655579 | 28.16309290670294 | 23.319018941461483 | 28.008033220453996 | 26.516547474788545 | 33.89938979877647 | 25.135176721011828 | 21.697570911042146 | 25.818090361907217 | 37.708363110224646 | 9.637417062061525 | 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29.97907731900466 | 32.543278783393646 | 27.654962476998005 | 25.028453428868875 | 34.09643838262359 | 32.15153821134995 | 7.594759250382197 | 4.123698832219743 | 26.319083394598596 | 3.2587169372979687 | 11.47506063104434 | 30.737369321257606 | 36.33400289294028 | 23.506744962888476 | 32.534488285406226 | 14.079149511766564 | 8.356961649487397 | 33.42881686247983 | 31.926928078655795 | 10.992294292472236 | 8.146770925788347 | 15.222152627146206 | 31.4853062100654 | 3.966013799664217 | 4.652554849389421 | 33.59538374441689 | 6.585217822858894 | 10.768506898699892 | 19.842750441769542 | 14.245337405694865 | 4.560628160482639 | 5.978009612847807 | 5.128059573404567 | 34.093399889154476 | 8.855280949327742 | 22.727449029322067 | 29.875052773137604 | 32.814472644122795 | 3.8223056583173016 | 5.054458369913583 | 3.4456933706781716 | 6.710266099864413 | 5.410336300913032 | 22.380685597584073 | 34.68748506214965 | 33.19013419155287 | 33.34003200768152 | 11.156803093446399 | 12.564513603883412 | 4.733484675768276 | 25.071210417519566 | 5.6594507001890415 | 4.845791489312339 | 9.290535013185481 | 37.20089461425811 | 16.312897295454924 | 12.964263789441139 | 29.198640907541535 | 32.78453717826161 | 8.842130787078672 | 20.827077626444154 | 34.17116689544745 | 16.5825614083662 | 20.9541801677341 | 5.743879528003773 | 14.749330943117888 | 22.494834292279798 | 31.640707806113323 | 24.99105765555342 | 6.765443476166934 | 27.902511500219763 | 16.619525224224866 | 15.836460255139693 | 25.86498953418267 | 18.11824520580343 | 21.600376192877267 | 8.864494555588116 | 20.691208605912898 | 18.751939173932787 | 3.701309502905867 | 15.888724484174222 | 31.5992979786738 | 6.556615923735513 | 23.645939710786017 | 32.45126938789373 | 13.139640941908912 | 13.734138688980329 | 29.906514783559047 | 19.98399205450037 | 22.314291594822773 | 26.91435456222712 | 10.460836921935588 | 19.741339910124715 | 31.953566203420444 | 6.093363828841125 | 19.14396492009608 | 3.176576248933978 | 7.728223741621348 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| 34.00030814326059 | 15.793366727166095 | 8.53081135038241 | 62.3633227073514 | 19.08737085253577 | 19.424022296335977 | 34.88231006578596 | 6.456561970511951 | 58.53580522340959 | 5.9106724712324255 | 34.7794888323896 | 3.399139162690926 | 6.584321835711665 | 13.294725583211429 | 31.41337182836156 | 2.5435824456556437 | 16.2000068718662 | 26.654421192767405 | 15.198856982718844 | 19.817762707106922 | 12.595952739685833 | 32.88007490468217 | 15.361764716349185 | 35.55319802733862 | 10.795043484777985 | 5.581552370507326 | 18.038311424605592 | 23.687038744889858 | 32.59083557882738 | 17.507293241683826 | 4.164139568697361 | 12.331726530882166 | 38.298067017324705 | 14.597171552672862 | 39.934428923392595 | 48.340290423426076 | 27.50739913549249 | 38.31608578181978 | 17.377369978297658 | 27.33641840432068 | 30.44557964918688 | 17.440886874356544 | 15.534035870987502 | 12.268860591993084 | 35.24711198718703 | 32.933289988626264 | 2.96840128133556 | 3.4727445314769887 | 16.262342672076603 | 35.74727670655111 | 18.501812000291466 | 7.943031802396825 | 23.891070530158103 | 31.41540356105776 | 38.21435416704925 | 26.605568793385586 | 30.872125140011487 | 30.55928514452364 | 35.6378771923064 | 33.323876454315425 | 30.6356379750985 | 34.25100790478318 | 32.68869238691589 | 8.227032670228644 | 30.75042858589992 | 12.905081431667252 | 34.4172788794931 | 35.45657418862535 | 5.017021093541986 | 31.104473590334358 | 32.246137878979226 | 11.566387890765148 | 35.29548033896242 | 9.953395154614148 | 17.473271568955177 | 13.241766987328484 | 34.46770288984706 | 3.442466735089355 | 8.85727455222926 | 4.5497158672218685 | 18.454279199616238 | 34.51369410361267 | 33.32810945675843 | 34.931080249878356 | 30.254617295687076 | 21.84990157662531 | 15.116168131074327 | 19.371485899360334 | 25.41864825200471 | 3.774655237966682 | 12.55713617790263 | 8.162088970839 | 8.30594492370888 | 16.42357299016011 | 1.2608401628778227 | 9.424209006821274 | 12.83812009269414 | 14.724352618870935 | 30.91128316195677 | 35.79881284237275 | 7.982224623676241 | 18.476037523262594 | 26.911220214243368 | 3.335065594868421 | 1.832979529522415 | 21.850417613261804 | 32.16867544406105 | 4.140001678637099 | 18.994587430907274 | 4.5087497826563165 | 12.890999764237742 | 22.154118398531377 | 23.862427877222025 | 29.858014798275963 | 15.05091162712631 | 24.217802788000828 | 33.031568726359524 | 11.369335331461667 | 1.7784328950212227 | 22.81244766988581 | 18.233280200516845 | 22.069422214257468 | 32.910026256692795 | 4.35032325050263 | 22.42108559422344 | 11.204833266059568 | 4.986864762651235 | 26.893761671481357 | 22.200743804209072 | 29.228658438094726 | 4.536448142388602 | 20.756109887157077 | 12.015663810653008 | 10.870727260505788 | 25.3631735981685 | 7.901210816360201 | 16.832903200190476 | 4.96227659402897 | 3.150424402895786 | 17.49077584659209 | 5.2790593329756765 | 8.926514753955015 | 4.110268843095343 | 8.213018582746544 | 5.613882209759768 | 19.80678776537259 | 101.28834231169655 | 11.056429121447357 | 17.554678889995298 | 10.85509678708105 | 5.01296964601746 | 17.213997026298436 | 35.01255661349622 | 21.679186006629692 | 33.253302664539966 | 10.352073708191458 | 35.04928448211372 | 38.68133019964423 | 18.436584674716435 | 3.259023065265251 | 15.56225519818914 | 5.42452919290974 | 33.47799618627326 | 20.25081578560895 | 6.556790774743579 | 33.91380565501176 | 34.64862701573525 | 14.080123183195402 | 34.4846818080489 | 8.833361377690355 | 35.25230859472523 | 24.919231319263716 | 32.176533190580706 | 38.98586384612568 | 27.47276393137479 | 34.375610071908994 | 10.493100306569666 | 6.161760927072171 | 2.4124991270602023 | 27.30541430397215 | 6.2164216258103515 | 8.073529344323319 | 4.60458587728908 | 6.939469683884707 | 3.8072622513915837 | 23.047497743589947 | 16.430044310313733 | 14.154425916726595 | 34.54952064923057 | 7.676914432636645 | 36.963663335180726 | 28.783847365229025 | 29.776031874653537 | 30.25571755660921 | 33.05165297654233 | 14.404412276431946 | 19.25060817882421 | 5.996122844980513 | 4.3183170950481005 | 19.69111291966691 | 10.409150513816952 | 8.635969242903927 | 12.28638021863578 | 5.065245515077105 | 5.066533312563544 | 12.372666576964601 | 32.19362886796453 | 23.69023028521727 | 29.346474810041563 | 11.60223192761467 | 27.449146048360177 | 59.37535120198372 | 3.5619186338139173 | 31.109168374091645 | 14.193991722490082 | 16.911692172887058 | 26.351326063603423 | 15.008074117529784 | 8.033460906079927 | 28.84418056123671 | 30.93610567959361 | 35.65433654065746 | 12.028976411812758 | 4.93997350768543 | 36.37879091244826 | 12.22122598650468 | 33.26184411912644 | 22.165932912295077 | 9.11420233986906 | 14.744361628975469 | 12.729870286695819 | 10.939268458886943 | 33.077132087361505 | 34.525588969403266 | 33.508482953279966 | 33.84854409810598 | 20.40063078239368 | 34.931080249878356 | 58.21922454029609 | 29.511581280610265 | 16.371220130400243 | 33.73247998983086 | 39.98991104184753 | 21.66640864681623 | 4.100477831432562 | 38.68133019964423 | 29.073509922380776 | 31.246582144070672 | 15.49255117078412 | 46.5704112173226 | 30.60979748112826 | 34.857629830387665 | 34.28961320263238 | 36.58380178418361 | 27.830842440201266 | 35.42783322336411 | 10.596029234961167 | 36.19408992382681 | 5.361943572808334 | 14.580403683328013 | 10.36518741418517 | 12.162494288318694 | 10.316664425876128 | 23.14622939391139 | 9.549104736961283 | 30.17935996929206 | 12.384175854250518 | 17.368034444859724 | 16.164591177700878 | 11.446419635225354 | 18.258957062009056 | 25.623580317853428 | 18.68175982960725 | 6.276659050513273 | 22.683796544481332 | 9.67692561643391 | 12.214944360747012 | 11.281272775051642 | 13.038339216224868 | 30.7409523818935 | 13.144568736226844 | 32.799841117248384 | 4.777076662719548 | 20.087616937871154 | 5.417483664945374 | 20.35439507045831 | 11.095655060261246 | 11.331145293933721 | 8.802074449864614 | 3.1212453025603435 | 11.50323606875401 | 33.536778039307706 | 30.650431172209 | 11.72845100692693 | 6.655707726272849 | 5.412583130508582 | 3.1521014789347186 | 5.293705973798766 | 37.985834758631654 | 3.4330573027962665 | 14.995575073976825 | 6.412525856644126 | 20.567558662575742 | 13.524141535130289 | 17.258015313095427 | 4.7568914814018175 | 8.39805591590859 | 13.759259268615239 | 17.340302408985554 | 11.45345473778723 | 25.576814317855053 | 10.271001067761006 | 30.69481438860226 | 14.026608563878128 | 3.3360981145101194 | 6.827094233893718 | 24.39726323942107 | 4.574379064172274 | 3.8001858717069057 | 34.581935520808344 | 4.353334416896246 | 24.84342298227173 | 18.3574221190175 | 4.0925465719331715 | 8.802278309222192 | 3.70781472848205 | 20.186428112301975 | 33.74875322231406 | 31.759493394693777 | 7.1799743592433725 | 16.197986036866148 | 34.90753957626057 | 6.05586864635664 | 34.69895592271036 | 38.18494389014036 | 14.874257152286209 | 19.001284315865423 | 28.058356648260627 | 24.634366840112843 | 6.706357921318641 | 25.726536548284543 | 35.43200440564021 | 31.64296513214151 | 35.48586969428599 | 33.64753511688697 | 5.123953614541091 | 34.80269263932927 | 34.71694824208698 | 37.820833312632985 | 3.7820081049883356 | 36.058925693467934 | 19.901995672857982 | 20.770244180120827 | 8.672443414623327 | 8.36063391213774 | 24.30391228797317 | 13.204643845413672 | 16.26941213334769 | 9.975583171733104 | 10.231428246115176 | 20.2771025645681 | 34.67786634515034 | 49.72090867531372 | 7.7626884226710136 | 18.657485682080914 | 24.86648921154739 | 6.855528943823848 | 6.49797949431403 | 83.94523159540948 | 20.28021793460822 | 7.303534315140816 | 6.209046644295796 | 4.593484852284235 | 12.428044984680117 | 10.92824069836985 | 28.37059618363326 | 12.962019975495656 | 8.775379998186983 | 8.94836700403766 | 20.32587585442509 | 3.77348856013006 | 17.205112249385465 | 5.6484525711464775 | 35.36326977641356 | 24.052472799506006 | 22.29896492329869 | 17.728904381332917 | 7.468957982385144 | 5.337454450179441 | 26.317941724033833 | 16.505490248734255 | 12.778030489694482 | 31.926539806014574 | 6.956955025674336 | 37.15303766197343 | 24.47527111034712 | 9.273698661611949 | 24.59433741613656 | 38.68133019964423 | 4.90816426812865 | 18.95013059255829 | 8.104651266102888 | 6.436142270687064 | 7.496823257232133 | 12.052339324547878 | 3.7118151323390447 | 2.980075716764239 | 16.029799408054632 | 34.210756353052545 | 12.678909812167092 | 3.9455299412376887 | 4.229943808664376 | 12.070979786177842 | 33.428205990565374 | 100.00910544386598 | 22.438327954450777 | 19.888160742541032 | 17.441878060933867 | 41.24868406829403 | 7.7622142296020025 | 10.962078389348472 | 34.68269207098522 | 30.141368694811096 | 23.668388479032906 | 4.18262241899795 | 29.61942599734686 | 32.978115197167696 | 7.908164792546432 | 8.74260280550442 | 34.91564485401377 | 12.79915307149652 | 33.60292832284184 | 14.234488491811415 | 7.938187055011551 | 5.333690525567267 | 24.77001386373405 | 4.67391132243844 | 14.33959557386233 | 7.213513355599781 | 3.956241287645564 | 11.400707142833538 | 18.083215913310166 | 15.848826327451539 | 8.90743160565233 | 9.866338841448798 | 29.969074908224062 | 29.342090645343404 | 19.443461636782214 | 8.632951668631762 | 14.895079057028845 | 15.69249797463029 | 10.076225158741915 | 3.956913144053621 | 14.82453868629261 | 15.243669717919918 | 29.610608035943073 | 102.58259421357917 | 18.710606033234278 | 4.124530171421222 | 9.440141595461736 | 7.3345808478612815 | 27.01797032337301 | 5.853947594807102 | 6.743522686798429 | 4.9675696464163295 | 39.056437732930675 | 35.10100455139872 | 15.38240251935007 | 13.913212887879727 | 65.9343487985846 | 8.928313880926865 | 37.18626850358922 | 13.743509219433825 | 3.8240094456147826 | 59.4242571620298 | 11.922567636055168 | 6.932670860305325 | 7.763797986667284 | 34.63647248641545 | 4.0563173406004225 | 21.203184191013516 | 32.993500736842876 | 28.709874683777947 | 34.20837012040771 | 22.77176985271472 | 18.055199651340132 | 16.343758454514592 | 30.01989258474113 | 23.811375283008328 | 34.77380177744547 | 32.05099297510638 | 14.738022541485767 | 29.5992457500815 | 15.542206939537177 | 23.44102867827764 | 26.47103501600767 | 34.42289093629479 | 9.057714598934886 | 35.02771873498278 | 32.28476282298476 | 38.22988303595774 | 35.06619614107915 | 37.95944566110849 | 29.20408191866068 | 12.898684915163756 | 34.71830456121547 | 33.7145913536381 | 27.70875081017978 | 35.36031457174109 | 30.420238507793826 | 35.028807280365655 | 15.1908449583356 | 24.621688674370077 | 16.868557821042746 | 14.729695173020007 | 31.23652423945472 | 16.19238961072586 | 26.169634471912097 | 33.14891319263808 | 15.534205345974849 | 6.5248402129333885 | 30.84122198896461 | 28.97706292662132 | 6.039002605984074 | 32.43559658979729 | 11.502440030903148 | 8.894553279026612 | 10.923542623550068 | 33.9768839890009 | 31.174675754567243 | 25.439385410770786 | 15.70144649906405 | 10.995387022110748 | 20.803708786407753 | 7.368459248115319 | 11.41684379078763 | 6.773954118280331 | 13.48725160761878 | 5.068228943838966 | 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10.359318943121915 | 6.484563182834908 | 4.15291414343142 | 13.296491367080028 | 22.654312148137745 | 6.650515039353266 | 34.931080249878356 | 33.96532040952798 | 7.380522237047858 | 20.24841888274078 | 33.654517696859884 | 34.04503261988946 | 34.00755064863666 | 33.137280157198546 | 38.68133019964423 | 24.138848105390895 | 6.883304305754259 | 6.227778911920414 | 8.131603714673115 | 24.974753722899273 | 3.6229039534604714 | 5.449617256483816 | 8.438583846487521 | 6.158565731860405 | 34.13561662545216 | 24.878807522651076 | 35.37275717873293 | 31.1422679267904 | 8.379431663493675 | 27.815218491006895 | 15.538001309785898 | 21.924826656099277 | 4.7558391646382425 | 2.9631971492347122 | 8.323349148808875 | 23.585151914124847 | 27.08114107905593 | 4.166954692787204 | 6.994230402845586 | 56.83558971005061 | 6.50410333163252 | 8.49967214768155 | 10.295286268162565 | 3.9598910904607774 | 26.061883614582836 | 22.926374234689362 | 10.652040715390996 | 5.350745449703072 | 14.42498510311652 | 11.29439714539391 | 12.019714021103098 | 26.833533372361064 | 6.245244191820907 | 7.470475534318135 | 27.824013475751205 | 18.85162264319052 | 22.857988841940788 | 10.949694710920573 | 5.117923737971557 | 32.47896542177638 | 35.71762995279435 | 3.27688209540895 | 41.33832031146674 | 5.732834383302569 | 28.29583726806654 | 27.90101553226281 | 33.663202845697946 | 4.005550330126874 | 13.550980094949598 | 11.360488055874944 | 25.492388415531504 | 11.949810315723521 | 26.339581679154975 | 36.110963100259674 | 6.311023613221425 | 31.01807720554547 | 35.831125239242276 | 11.689813035829694 | 41.864633155541334 | 21.370382699294655 | 34.931080249878356 | 7.873107768274458 | 29.377434400341706 | 23.953699638369375 | 35.75664451903078 | 28.042003002646098 | 7.14879957620214 | 32.522728911351706 | 34.03193831602042 | 28.491857445872945 | 39.866053443911085 | 9.954576971428494 | 7.631401216600447 | 36.28327361183849 | 37.48054626761121 | 9.348742170783238 | 25.676661553556503 | 25.69773189077819 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38.11205978880272 | 16.15623807160117 | 3.086631112093763 | 24.58596881429358 | 33.94416583768138 | 31.44353644414889 | 12.09735018032234 | 9.451012993452412 | 5.948654245472774 | 4.126970654867859 | 23.996103169286258 | 34.09739900507573 | 23.702646716331326 | 2.9670240043788882 | 29.145330953539244 | 5.19238216535275 | 5.53645267522982 | 13.961336224323775 | 13.027868730087766 | 35.52574104049544 | 38.68133019964423 | 54.35474137845252 | 12.06863052389842 | 37.443257598233906 | 2.504293676663423 | 9.162750579702257 | 9.075117172348397 | 13.261084883426873 | 7.112289328283795 | 22.713544949096764 | 29.114309923177327 | 23.867561642744757 | 12.058076868676098 | 5.8085732681808 | 29.336149085784413 | 14.144824527368947 | 8.864101639010572 | 16.89925464780209 | 25.64044587283928 | 33.23594188664308 | 73.53704933246605 | 33.97946324872777 | 52.41052523978129 | 12.193662701174867 | 23.910446520788078 | 7.5078937193245245 | 5.269360160770061 | 39.84356695676177 | 4.532114835516016 | 33.246862967534966 | 31.664428750712744 | 11.209666219019837 | 12.037074251001822 | 10.738942390310797 | 7.94016158663216 | 5.351147813026814 | 9.272177772688075 | 34.393930077602306 | 14.092389055705935 | 5.523173709521401 | 34.931080249878356 | 14.045560151575572 | 25.524269568250173 | 14.613433060087944 | 8.048244259395346 | 6.3932020365125455 | 17.218479496723347 | 5.593444286975734 | 7.667082919462853 | 30.35005505890065 | 14.678934577990724 | 14.489823959480002 | 7.421650131429151 | 18.891037135497985 | 19.181179498398922 | 9.232194616304339 | 4.360498549468396 | 16.890955503559745 | 3.345465781209551 | 5.17602929237397 | 4.28167738674109 | 4.6172692026966855 | 24.438385225327092 | 7.553711741726809 | 22.162635834448455 | 10.500286764294572 | 11.266783401738099 | 3.2436973811003234 | 36.76158433784582 | 8.579588063824042 | 29.39256375253835 | 7.325595778908857 | 9.990394147780592 | 2.1614030224705547 | 6.307135001655556 | 10.072916996936984 | 4.267167683123046 | 29.578228135121194 | 30.84640173390746 | 13.784648534779102 | 5.909222559398037 | 6.654421871116515 | 20.23835480267984 | 28.620258230957585 | 3.603029295621194 | 47.55953160281603 | 7.055866763388073 | 15.893565183343386 | 14.782987007070501 | 32.2353314697829 | 21.203028927210674 | 4.881998943767582 | 34.79855995700776 | 12.446168263531362 | 20.58610490786944 | 24.569737863889706 | 24.494408029730728 | 22.167896804080108 | 10.647417082824463 | 9.465857311379638 | 37.23677994360061 | 10.603936028420346 | 48.06381201616451 | 14.870319299937723 | 11.045317608489315 | 11.654664948482436 | 3.2773824487471526 | 79.06903458038437 | 8.018906642293135 | 27.598510997899204 | 26.45219983071733 | 35.895604386136036 | 26.624468080158806 | 9.928810964525637 | 11.343836518505297 | 1.6463049989910679 | 10.714257236012672 | 20.09870492683246 | 8.049685106291353 | 33.19576935592467 | 16.40806180161552 | 6.984532394129831 | 6.768566642554827 | 11.28507663895376 | 5.993023601806793 | 10.570406649511947 | 12.925185867401051 | 33.73891974524862 | 10.66671952305828 | 3.3453280752563277 | 6.0334934003593785 | 8.252038545929782 | 9.821675398386269 | 7.671317466760229 | 3.2981920492404178 | 32.30070546357254 | 34.44343516166767 | 4.040755819162221 | 55.25019501695968 | 9.653258102596627 | 18.293053481652898 | 9.066517501180932 | 11.679724691190865 | 2.1877294223836 | 4.51990674695087 | 13.579375364158393 | 11.51977574968668 | 3.986991179159271 | 9.204528953524694 | 6.715218311670344 | 33.18663068502946 | 33.39276342722886 | 6.187522627207908 | 13.39395239977463 | 3.898928816814302 | 7.997890280669296 | 35.72751311050673 | 73.23985125021636 | 4.903539607843573 | 8.960325993266164 | 14.22521452944295 | 11.716005132106961 | 3.284766854870466 | 9.960741561497302 | 15.656246781258913 | 5.9201441962888 | 24.412386792962653 | 30.384636674863206 | 33.74372239097917 | 22.943212219912674 | 25.28430677540539 | 29.380975701093888 | 17.008325351628525 | 37.7174427688529 | 7.157383111463501 | 34.33722333021564 | 6.2948901290741475 | 5.415419357726325 | 17.84602110914474 | 10.683338269636815 | 4.40864556618894 | 4.870654584926026 | 58.825196032230494 | 13.843161796369218 | 3.5461998784654103 | 16.102427247300135 | 20.829853493340195 | 25.623940264196825 | 13.724655430408173 | 14.231822436357652 | 10.000680132719701 | 6.2307245407411065 | 3.79672840464505 | 4.00452348473282 | 23.22101943171061 | 12.792409651021686 | 4.735913092245557 | 33.063080290573055 | 17.764170276342607 | 4.396566353510932 | 38.09986585216019 | 32.79930888190624 | 33.77369606872852 | 34.91542971612286 | 11.105315530995787 | 29.86431523463347 | 28.740426863461327 | 8.364098666676766 | 7.4879530407058725 | 30.713011973319553 | 6.093772353310681 | 19.514300374084442 | 2.806897251601956 | 3.3977193551633555 | 8.13703291274626 | 31.41823289274185 | 37.47827890488137 | 27.714029834801885 | 29.429799857265294 | 32.764641807640324 | 27.85653082952373 | 26.999861017677922 | 16.830511840859504 | 33.05313438473205 | 20.973783779453647 | 34.563567528467985 | 34.7683476835895 | 33.613011592907306 | 34.729022767605706 | 24.994476671327075 | 34.88113411658453 | 10.161483590708905 | 34.48303304112512 | 34.48847025114662 | 24.924337568550786 | 13.011255416439893 | 11.11783959114568 | 6.923067847150039 | 36.817270091506835 | 24.146248105108782 | 26.323967287470172 | 5.910528533991394 | 5.9002961051950855 | 20.421405744108736 | 69.56226908846756 | 18.25827474658151 | 11.958467301734267 | 74.91213402651759 | 17.102704350740122 | 40.23452806728006 | 6.088284497397958 | 18.890654886564732 | 31.360013427686344 | 18.97779802004574 | 26.796987498580762 | 37.5887900194843 | 27.905225590172297 | 32.66044262620634 | 5.80035045594435 | 41.1963109101061 | 21.691064750582555 | 54.071925769985754 | 27.762677700107393 | 41.777171207058785 | 38.67954004907565 | 27.016676648065843 | 3.295786664013954 | 18.668024782922583 | 38.203255007932356 | 30.902201857909606 | 46.413392522957324 | 37.0302943780062 | 15.457946297827919 | 49.408563589435076 | 30.44917864687235 | 64.95057938166856 | 69.52301612019296 | 12.41713611559501 | 84.52798107433104 | 50.68727126476549 | 55.83579767127897 | 91.37889062766115 | 53.08698415851729 | 40.12086953060619 | 54.15839279238821 | 6.39613070352771 | 66.98813340802394 | 24.324791574476354 | 16.802579051912026 | 49.47132887165281 | 29.575502354538024 | 3.6789827654077056 | 13.73781994082876 | 35.47753195794866 | 28.635151283348367 | 5.346483641685834 | 15.864165721367412 | 4.804296172652314 | 16.87843451214697 | 7.748360441502458 | 2.5322418319957536 | 17.320629066573698 | 3.046412675176324 | 24.368507712853525 | 23.22011681007943 | 31.90365279360425 | 27.841850448923275 | 32.06233956754052 | 13.548970548793319 | 2.899474333978361 | 9.405014851841024 | 22.35639789081162 | 5.654986155266898 | 26.34028168549114 | 8.306647240877334 | 4.815518743894168 | 12.803509520114623 | 10.52520069334348 | 2.633767666162237 | 28.258511569785046 | 28.431410029914073 | 38.804958958313435 | 20.135045127098984 | 18.21423362758767 | 5.959286284060961 | 27.149291237473822 | 4.154575105055568 | 36.68672229958801 | 32.556431915598836 | 28.77688529729451 | 13.712192324699348 | 36.03677894672831 | 9.958569217356452 | 9.248878490668828 | 34.838613866047865 | 78.49980827764622 | 20.981308568929258 | 28.518626486990517 | 33.33349254315408 | 13.369926089876214 | 33.499521967517815 | 15.59059394821966 | 34.81023986487199 | 33.99093735365369 | 30.46727063821894 | 3.904139655932573 | 28.87860787340066 | 34.47493027679463 | 24.739581169751915 | 21.391732226754947 | 33.70875207861666 | 16.810867347844734 | 14.041779093907518 | 29.761217262573687 | 35.90411210118579 | 13.664181865100351 | 11.589336187919683 | 4.442325718138054 | 20.770355448839524 | 3.256463002613277 | 8.285270434313919 | 13.164628631182904 | 24.093567815096563 | 36.24244175389 | 27.099776825518482 | 2.15469042105201 | 4.0559284646453975 | 35.27875044002815 | 4.759948103235684 | 9.138539952968634 | 3.2077211772141574 | 30.486665721334443 | 12.26303467374511 | 7.987667928885303 | 2.0682537375959633 | 58.125692696343435 | 3.467693406467339 | 30.311992251591075 | 16.403300194758064 | 37.95275889251101 | 29.735960105675357 | 6.132781882283308 | 26.595496955677753 | 34.38024167950231 | 32.279279815144456 | 12.007288792131629 | 3.3488893499502406 | 6.4842478414087505 | 68.2168620401383 | 10.536701588530073 | 34.349358740888384 | 35.93049218934269 | 9.994655816637138 | 15.788827739045605 | 21.18018277687197 | 3.9286308333935773 | 20.507977504035168 | 8.691385949057821 | 7.798851181474527 | 10.269854378867407 | 7.474296330392921 | 8.693410556214147 | 11.867427472234224 | 4.239663656450338 | 7.621033140000626 | 33.662453520619806 | 26.20756457666052 | 19.080331326323027 | 20.248960175927078 | 19.618790710745717 | 4.332888141827971 | 27.272010978279095 | 12.54389551050205 | 14.800857536205775 | 32.63814529684347 | 29.589852778835507 | 41.40722702961269 | 7.304555917409326 | 3.846245109525709 | 10.938942616051088 | 18.885767331561464 | 2.6962917757716665 | 20.817927664491574 | 22.21353494215369 | 4.090999994587334 | 17.49675282064928 | 10.391497377663018 | 30.230658797222407 | 29.750921585873964 | 11.935816348234196 | 10.094687513995197 | 3.055148957298848 | 4.192757447475622 | 11.790551422072635 | 19.202771163368674 | 33.14380187430809 | 3.84036712666695 | 6.787391291850366 | 12.124957215492097 | 23.688041921494627 | 25.291764914879504 | 15.16714380984985 | 6.832579551673608 | 34.546431086083885 | 6.892596321066204 | 8.78008705396727 | 9.50191269140048 | 15.322594134988067 | 12.778505690430194 | 3.9039467883309156 | 2.7876053697795227 | 6.410246096543676 | 11.183235329740508 | 3.7587613415438588 | 3.269518964762513 | 21.94882460066839 | 28.59157403807511 | 2.1630708641272895 | 9.081656841126028 | 8.189765172187428 | 30.35270305700106 | 5.664496450608486 | 17.957439574988825 | 6.59223742977408 | 10.229292996504569 | 16.414763940491504 | 20.916182341912418 | 15.78646191537849 | 30.698941971071026 | 28.920862008037794 | 32.17380547967369 | 15.208324297753826 | 12.099663364253152 | 25.17610500704048 | 25.77551205936319 | 6.993866522387946 | 37.11611114122662 | 16.317126884712554 | 25.134085539326854 | 5.107899704210882 | 34.77976575002204 | 19.381801813763115 | 3.0373546579673585 | 12.510274712940596 | 7.638206444717365 | 20.88319202763474 | 5.997093943084175 | 26.82870454603882 | 20.964284632343485 | 6.1005495041887325 | 13.583689800162496 | 7.6213467708092795 | 6.542925999170913 | 4.178295444009044 | 24.987259330685802 | 35.97535927270115 | 6.289903294120009 | 17.232237568766852 | 14.924312475181518 | 11.326595323488219 | 3.726632566981954 | 40.71249781338092 | 38.359295559950915 | 27.24009449271069 | 13.860979905839343 | 34.78751225960135 | 31.57639541819332 | 10.259886993442729 | 16.340323109661878 | 5.491735215163179 | 3.517033311275186 | 6.594607476296264 | 38.175714574486065 | 3.6653432336697604 | 34.6292189595521 | 17.077031182271927 | 34.542120834669895 | 10.37013348148083 | 19.634568809346934 | 21.120817688543266 | 31.208033556233318 | 90.86365381613 | 6.448031903726295 | 4.935609866951518 | 6.224538791909448 | 6.814508617607302 | 8.555194469258558 | 24.278645664953906 | 14.29802064967513 | 8.083728581892437 | 46.10349414346575 | 4.714129847139518 | 13.512416202174903 | 6.646791484796454 | 5.666928169773302 | 2.5645780713175426 | 18.580619359190784 | 29.907522919080577 | 4.599629689523341 | 29.959695539887775 | 12.42388025271564 | 67.22306011360541 | 7.338338542599638 | 8.012024677808412 | 9.612562852239035 | 9.66125774953861 | 14.761956834253137 | 33.89692389269723 | 23.606398151271016 | 25.571362548220673 | 14.34914651947848 | 4.967960313542609 | 23.93735819032549 | 29.53354199194236 | 16.82494132846426 | 8.015315667498628 | 6.936399963044081 | 13.985602517717215 | 29.500781107196076 | 6.106649937934535 | 40.753327677879525 | 31.510181378713742 | 6.921220223992586 | 4.3648233312146925 | 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7.129003531278903 | 37.119182766805515 | 29.525616384303405 | 7.85837986875978 | 9.652109903338744 | 16.635010840473615 | 14.591659914741534 | 17.68734812108507 | 4.25138117984343 | 12.488712414413142 | 9.037451300448012 | 22.81167508701574 | 5.1701884015817585 | 11.821662859800526 | 19.657716844334036 | 6.910016442522647 | 5.43907535892635 | 10.047745941324552 | 32.50488554788896 | 80.31335604987362 | 13.106071224205838 | 11.091948756643827 | 30.84504369085448 | 5.251896527745832 | 15.230030905119177 | 23.06332769863223 | 14.648005395937746 | 8.843148444047063 | 3.3587165353828463 | 34.36076392094832 | 34.60936201225665 | 34.791775790067824 | 20.527281667715187 | 29.044121676043005 | 37.17170099202661 | 5.656516228587133 | 34.81591603214326 | 18.59452361564973 | 33.14023404204147 | 31.6404959569081 | 3.873382089853118 | 11.85057185411219 | 33.33750364741198 | 21.572833046318213 | 7.214835029403221 | 25.770160443282773 | 51.44679720789323 | 21.000109750425608 | 32.394012548101514 | 5.704976141397834 | 31.765542182549744 | 26.488878233289228 | 32.91486119217552 | 17.367328773544497 | 34.84959030039948 | 26.051724667310683 | 30.47221452117326 | 2.8961019395548306 | 35.36451487795222 | 25.624768612382972 | 36.525977252470135 | 38.68133019964423 | 34.05638041601756 | 34.931080249878356 | 5.34080805019455 | 6.3410023145473255 | 21.166867094709062 | 32.30388425465098 | 23.889964234583765 | 37.813848745293164 | 11.736803944010473 | 15.845028939837777 | 33.48470582131644 | 25.194131094461664 | 8.860570485412104 | 18.662860003419045 | 15.55436687188228 | 18.550309331573178 | 34.931080249878356 | 6.746937136966392 | 3.917529214688973 | 21.76160708243902 | 8.992143219886914 | 30.43316310293695 | 14.136089316575056 | 20.08710635086976 | 34.852097553640995 | 33.94038427151569 | 5.576134416275601 | 3.0304319487068683 | 10.322280455001996 | 9.398412843064882 | 3.9294201587509083 | 6.183247904604207 | 22.51801529648263 | 34.58810524042733 | 9.308253692280404 | 34.931080249878356 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9.11784933911033 | 18.040114820121126 | 21.123271944656278 | 15.256316575790823 | 26.555534032068643 | 21.023416518980774 | 25.68919687561569 | 8.466680321528528 | 6.734519054557443 | 3.263305498345297 | 34.68779594511793 | 19.094367649961004 | 10.198496558282969 | 23.07616819027944 | 34.931080249878356 | 12.74161979285459 | 30.425928006612093 | 25.09988199765753 | 34.183541177284965 | 29.599881416939642 | 12.039108688907195 | 22.78350420403529 | 2.746920846378142 | 3.458417684439558 | 2.276933804476721 | 19.999965978371375 | 9.790959632662341 | 5.304604291979286 | 3.032742131854384 | 24.533006159791608 | 2.483338411334691 | 18.952774448635335 | 5.768464952990427 | 10.914646902032274 | 24.497098761193925 | 21.21783908884412 | 8.686478679025177 | 22.184115982907503 | 24.078721173981684 | 34.622341931775644 | 6.546075991489698 | 18.55367614643714 | 11.198598875527951 | 17.833234912609115 | 34.0581910225505 | 34.74215209960056 | 13.352835743454673 | 25.387143034689608 | 5.840276480132805 | 7.965113315918927 | 13.480933713910682 | 7.731114524688958 | 33.41537309323053 | 4.687101018800449 | 3.8217745349975596 | 5.5071021435918 | 13.721897280934453 | 3.371645848524747 | 19.74692968304796 | 46.84062272280043 | 2.3546556010376642 | 2.864430974507795 | 11.008630109421349 | 16.48848207021904 | 5.826098952368585 | 14.984732089066535 | 6.958658661232957 | 2.5529311917889057 | 27.17407357842503 | 15.3889080649627 | 11.682857421682543 | 17.693841571808203 | 9.087892570998475 | 59.96458871886017 | 11.658494610232244 | 16.689399367703068 | 78.01023553724438 | 8.082903061650049 | 58.25102086844966 | 30.233364416436874 | 23.361229809124918 | 34.94764695764781 | 25.03519582123738 | 7.326256137381611 | 18.236749653860738 | 18.175037600826034 | 4.356634789908369 | 24.496792045895045 | 34.95434487806557 | 40.01510415529608 | 15.804466149144151 | 29.316992458555752 | 97.82243227838723 | 70.57478927271642 | 32.48446006170136 | 12.406242023711831 | 8.044368072957885 | 13.325139047687314 | 35.93840471754421 | 32.29242058792167 | 30.229424401449418 | 29.330496896985615 | 33.64078700700377 | 35.469995046817445 | 31.144106345912512 | 26.640150911900957 | 34.82096630732297 | 34.74292149849579 | 32.86153081887471 | 32.41538729425274 | 33.44196121659183 | 32.23043472938776 | 15.551141145154567 | 27.997664794718972 | 19.48756181516852 | 35.733262619909716 | 35.078969011084205 | 34.31579443336384 | 22.453776431220106 | 4.44483108152515 | 27.245907701370218 | 11.025938166005883 | 4.8363879272733685 | 10.3707225488381 | 6.621677662210665 | 7.145105881709695 | 7.596972236277745 | 5.8012892126739555 | 2.7304844302350846 | 36.339953388833635 | 29.531911009715532 | 9.538192083688573 | 10.588578321208324 | 23.62306756713014 | 44.12258685078993 | 21.483690231838366 | 16.5174946373932 | 27.258996312401923 | 13.322921822374234 | 13.718291963895739 | 18.63109666714657 | 29.993193541757293 | 37.51878082188824 | 16.277205923261924 | 7.879201746731675 | 27.542508767478513 | 12.395080419906714 | 23.504672638177926 | 13.622726555972669 | 9.635066203710053 | 14.079610525897287 | 38.09619626069472 | 8.087183320593391 | 12.281443361695075 | 18.214081445421183 | 12.720512157144762 | 7.029048880172191 | 3.270131839956793 | 30.81642064485032 | 9.996196599765547 | 16.521379312846314 | 14.005805252633913 | 9.41716255887496 | 5.079287581797162 | 3.6289814826611817 | 24.23845873024133 | 33.65721201598045 | 8.083166724017694 | 12.596900830098162 | 31.356891277949718 | 3.5151608250046493 | 11.988697347182411 | 34.555603724361745 | 20.173898705724984 | 34.2967686004434 | 13.157196256703628 | 10.812175246607945 | 31.236988867294002 | 3.9764425660420177 | 4.0982648301171505 | 19.67692787153104 | 34.931080249878356 | 14.592244488899498 | 17.21866461611465 | 5.399958932001074 | 29.038650658397817 | 17.889776087453193 | 6.160059048505913 | 19.694396786973474 | 14.580799164784608 | 5.6322112654521534 | 9.840975896809534 | 32.9247387209785 | 36.017069203848344 | 17.378100595844945 | 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7.693958019402619 | 30.977921880680086 | 38.597314598175195 | 34.743685001184815 | 25.827962734654793 | 31.051916143613987 | 6.322446032262537 | 52.281395290318436 | 9.11997585934597 | 70.69167100392855 | 1.8107407924823187 | 5.715711448934963 | 17.902998493008322 | 8.861483801816298 | 19.02266182365597 | 14.068006908852201 | 7.876991911559143 | 5.427379717961375 | 32.771281928623175 | 3.520279883776713 | 5.343452190547308 | 13.109833558142359 | 37.44763332345819 | 31.43831500450818 | 33.81691785691861 | 10.046132597054106 | 30.046958790468018 | 8.961603748612335 | 10.480058535990414 | 2.9984779571380993 | 59.1119802078652 | 15.521553361200777 | 33.53173377226776 | 179.32417689610105 | 33.382600715531645 | 9.576472888336102 | 2.2710073321090034 | 3.0259327879550875 | 8.036266821362156 | 16.547908241091527 | 16.518084944901197 | 31.435196663772665 | 37.74430396610867 | 33.48118771998951 | 19.964245181061244 | 5.917539236254066 | 12.526637617077673 | 33.92809782695801 | 22.52485686671638 | 10.704343769847545 | 5.751678931269536 | 13.93290011996293 | 10.121283803065301 | 22.121707096320804 | 4.219307993936524 | 4.559617501240787 | 38.998924448680235 | 9.37308262237979 | 19.194164554619405 | 16.92002809737582 | 4.878499739938616 | 26.805319533114442 | 5.457164556654935 | 35.684514828895544 | 5.7515565776109305 | 20.71742252113293 | 33.802701249162276 | 18.069533461402255 | 34.6467511358066 | 8.085515871057533 | 26.953908128906203 | 7.7230860707604805 | 8.031398627688429 | 21.406725107863164 | 7.455931306298849 | 3.4595571215730976 | 28.94085706113739 | 2.5280701170781787 | 3.2643736168053348 | 17.061766944705234 | 5.404217010437342 | 30.802862763222457 | 34.931080249878356 | 3.5134485073316264 | 10.096692201964128 | 23.67620395131844 | 3.761840305345586 | 26.4914554121589 | 1.757207476828557 | 22.477692073878238 | 27.55728761247921 | 7.00523847160718 | 33.59784464261933 | 21.217559082070114 | 16.99743851616193 | 33.8830987046823 | 6.098885676833208 | 8.78762562905064 | 38.91713965358518 | 22.932285175356892 | 25.892493144013223 | 27.414106302510596 | 5.499489696094361 | 12.12230775937499 | 34.32768119055355 | 16.66529599837321 | 14.783446883664853 | 36.98861387555767 | 35.53415023277206 | 13.751327897045469 | 4.634161391742501 | 20.05761721532924 | 35.91807295503655 | 45.68076958887535 | 32.39938614920909 | 7.732038685579529 | 7.215265579932945 | 15.867500231408169 | 3.7800698347380908 | 34.72949844480249 | 28.527001891710952 | 7.945172233012127 | 3.5698056140265235 | 5.811905334586827 | 13.645322439198704 | 7.396206572332876 | 9.189136275217527 | 11.410691283489168 | 8.258522614122908 | 10.186915761020753 | 7.3682287765978005 | 12.583735812867012 | 12.3923145695564 | 20.102514902723634 | 9.639027614385249 | 29.948496376772535 | 32.09007527061228 | 5.663995969431328 | 21.478993970789467 | 29.218660834016895 | 9.805970725159076 | 4.702407452850831 | 23.846775631817955 | 2.5380644025061923 | 14.566966986381573 | 18.436890727976564 | 4.311580699601541 | 9.00489366325185 | 5.8852394223551245 | 8.05800523509339 | 10.364707545125889 | 9.874020072795652 | 37.75381816505092 | 32.70067045756496 | 15.538805377789412 | 33.03936337792947 | 15.851296781987935 | 30.642182492376367 | 30.438116856187648 | 23.96031803588605 | 34.619214825093046 | 25.343580353424755 | 5.002648972003923 | 3.9534277870331858 | 15.753478547532048 | 2.248393045318199 | 17.38765203799674 | 2.705166403893162 | 12.118153424460663 | 22.65325865227299 | 34.83353897213719 | 14.554396603580559 | 35.00846117930812 | 8.44953226107988 | 5.542072353255083 | 2.725769515679387 | 34.8363167840273 | 33.07803475677771 | 35.31760619203127 | 29.330614473200324 | 35.18933609947575 | 14.05822304736417 | 15.163093040635703 | 7.578548604249808 | 11.511721077487834 | 38.46324891677536 | 16.894536882672565 | 26.042713965695427 | 33.33900119304152 | 2.4399225853063666 | 23.44172750756104 | 38.50942946570433 | 34.60489268001803 | 14.655456852063326 | 5.056996077097694 | 9.458711771905797 | 12.343999500987866 | 6.701084665355058 | 8.639711696035894 | 7.503466068899502 | 5.0762018597223 | 6.956547109792892 | 38.37479307102776 | 10.184244070071484 | 4.280961178838745 | 5.223430783914942 | 3.213611989418687 | 5.001643525193439 | 12.89419180271038 | 3.229597634753364 | 8.357662174693896 | 16.013057774561304 | 6.249910507827432 | 12.034314731829836 | 28.20287307497556 | 2.951744585624397 | 14.394277372005527 | 78.60647549009818 | 6.717292172850194 | 7.609464075023815 | 10.594319963174991 | 10.082785215522934 | 10.378688027658777 | 7.787968582346815 | 11.573141712446496 | 18.42958410787361 | 19.74756001875777 | 5.572756597889034 | 12.025456456385065 | 4.559081549277897 | 8.799016362654358 | 24.411365957265406 | 64.50352898341005 | 103.26375813239571 | 6.400990587889912 | 34.91751046503423 | 22.032881909539654 | 10.795880039926898 | 12.483285358765036 | 63.01127664459852 | 2.397059204131286 | 8.156832637169497 | 2.432882291267969 | 35.9275658392439 | 11.442418191538716 | 30.625503066473083 | 15.154920156973098 | 6.461099267920579 | 31.021285506102203 | 10.169152164011408 | 10.50276822322101 | 6.663375348979711 | 32.78197983611511 | 11.62486609675136 | 10.660787091761847 | 16.271488374659313 | 33.24892693728411 | 25.619810714247727 | 29.994485349539897 | 19.104354137423393 | 31.43764904048914 | 11.778492939797117 | 8.088866302856767 | 9.63850527124435 | 9.751864684232816 | 18.148246538894693 | 27.562729090567625 | 10.011096156730042 | 4.171950026384583 | 5.841468022420349 | 13.81011309264289 | 2.109564549785826 | 35.38128263310613 | 11.913878116965645 | 3.4406020213073036 | 10.056495814776271 | 33.77710016554532 | 10.902866469266039 | 13.419298374724592 | 17.607014078652682 | 6.52853572250238 | 3.7474878690678066 | 17.733291812684726 | 4.932012955568226 | 16.53377984908233 | 13.438875925747524 | 33.50862702830259 | 12.808219846027248 | 35.08578706230513 | 9.794963932077213 | 13.548482751247917 | 5.040093639581091 | 3.333515381347275 | 13.33263521900962 | 32.45892568838006 | 34.76993744475512 | 23.968815409350658 | 33.77571270563265 | 4.172497360762424 | 32.02502445486056 | 2.4483162498758513 | 4.095271838604973 | 16.323489899022675 | 5.243797678456383 | 11.497622335007195 | 11.978776809652132 | 20.12688386757163 | 10.3599690816923 | 11.397428681302424 | 22.758803209526043 | 9.223891746692535 | 8.854676876322738 | 7.166602058527573 | 9.134225913543593 | 6.935391659489105 | 7.719167739971469 | 6.547413057583217 | 22.718232027819514 | 27.879451918536766 | 14.491566234745944 | 29.842258390991006 | 33.66867394077604 | 28.198345339966725 | 2.6021875041201428 | 5.371560052847302 | 8.328199097466026 | 31.137220481206015 | 8.07814701862303 | 32.241821829362806 | 12.297659104046964 | 18.125856694017198 | 30.533696646927016 | 9.991982810983133 | 12.37235755573234 | 7.407933799077678 | 31.944554789246155 | 3.3044943476131516 | 26.725561564497365 | 2.9949255504062364 | 19.46241367435928 | 9.674003495430716 | 9.078605512010808 | 10.763037623684358 | 5.4741488498886675 | 16.443590617558183 | 5.610744620869277 | 19.76383529030172 | 8.646399818613352 | 23.307714489343887 | 47.57827008820523 | 34.04896368152145 | 32.70872798758318 | 13.721541091639464 | 35.70461996679637 | 2.973909889094208 | 3.4837681773509597 | 24.2033247755069 | 33.08807804255477 | 32.799754777008665 | 2.6990315064766595 | 60.16007184323696 | 11.354690504828097 | 9.93321332937422 | 5.117690439394369 | 19.594672859702325 | 2.47555079297606 | 28.02670009914769 | 24.53025363687213 | 8.521532805387745 | 16.980215194030848 | 30.26569978082213 | 6.391703387459879 | 3.867853733270657 | 35.54916381169285 | 2.5600599891553353 | 36.123512542533255 | 9.690025344564814 | 33.9832636687928 | 18.71154739968286 | 22.911007160907033 | 36.59412537915259 | 34.556989118531924 | 27.794461692342747 | 6.279215464744152 | 18.37535358847663 | 13.730367546555973 | 9.972987360231775 | 34.800773957540684 | 21.647719298373463 | 3.6653282119077355 | 19.052356152519287 | 11.606136397349125 | 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29.5904059771851 | 11.656332502122272 | 8.025516352159821 | 32.68629727144321 | 10.132665690976651 | 35.40623619787918 | 35.65433654065746 | 34.7822112949691 | 25.701118472396377 | 5.977030072480377 | 9.837267281138352 | 11.290923139558057 | 34.92798877397551 | 5.610123061391949 | 8.373488616376926 | 9.129365498292929 | 27.71040622373856 | 36.30485593380833 | 33.13907367990991 | 7.309516345993521 | 4.68273356514424 | 5.347851745305437 | 9.98177793654424 | 35.17691859548705 | 5.072070925341201 | 6.863076158561321 | 18.507546156495057 | 6.843930517649918 | 13.360941492160553 | 8.681001204210853 | 9.361871554995247 | 7.689967167342134 | 3.044048498030284 | 14.759187928828158 | 13.793644787524496 | 21.22941284809964 | 13.883945714272688 | 35.43909734747065 | 34.73493199307442 | 25.123797402856955 | 5.385952805095881 | 5.437018061588448 | 14.009016023479559 | 5.1916599512751835 | 7.285476613394645 | 18.076697177457923 | 34.67616495461781 | 6.210140549207916 | 2.9988719425120887 | 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| 34.040245683963526 | 33.629477112968516 | 88.13807646941463 | 4.094717058788502 | 12.317104371249872 | 8.043319000088852 | 9.351268108471375 | 6.765190903478471 | 7.9390865480985795 | 21.12292223752599 | 13.40358860231914 | 1.4417312007269436 | 28.903823401818283 | 32.50017330318687 | 33.68371233904769 | 34.83617494604947 | 2.612974061439618 | 5.7656188974084275 | 10.448567606464248 | 31.422026664706806 | 39.329583048582094 | 34.949813206251875 | 14.66123108107664 | 10.934967803415475 | 7.126612961074472 | 10.04785437347885 | 21.907405004336855 | 9.960304391240813 | 11.269971048122443 | 8.280667718839254 | 12.745814053665692 | 6.553884561257434 | 32.91904019181141 | 5.440704504075702 | 12.694387556465463 | 10.53001484370762 | 2.8423651572451254 | 5.1471120410844815 | 19.583396372226 | 13.220778367682366 | 4.686495612363899 | 48.31127672638137 | 17.00455766302883 | 10.920070000872451 | 7.253807148452842 | 34.57076913007418 | 8.059511640842452 | 7.580478553620027 | 24.44147546048905 | 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7.763992127698788 | 12.474377679168672 | 27.142773881457437 | 12.852473491815402 | 19.416769799552636 | 8.073079328928909 | 35.59767201740499 | 4.676124641762801 | 4.304165578132758 | 23.85872417286521 | 16.646819090619584 | 34.848643031730276 | 37.406782335534 | 2.8507262411576764 | 3.7074819939872 | 2.9067284086856606 | 34.931080249878356 | 27.602511399658898 | 4.6685392863954736 | 15.368309065432474 | 9.706772692866654 | 22.769702153933466 | 30.062357259746218 | 31.237868729040446 | 11.029317542071878 | 10.992722495173034 | 4.552357612403873 | 28.363770192449778 | 16.419451901121505 | 20.124789170608427 | 36.92264557037576 | 34.32275073476964 | 21.544739551954383 | 10.33353096926688 | 10.450018209089775 | 20.741269388303746 | 3.1088960057709163 | 13.994751679327326 | 17.41004561300824 | 42.763241084727895 | 2.553328412668138 | 9.337854794435001 | 7.965201703387373 | 45.45900336850102 | 35.41352505118079 | 12.479854241755026 | 9.887717948279201 | 13.00872391087429 | 10.24351676556405 | 8.73461626190375 | 2.6663148956613325 | 9.756780143515048 | 14.697080230569696 | 5.662718448972706 | 5.172152096358134 | 2.3718213619011985 | 11.129696901073043 | 7.66913125928509 | 2.75179951971004 | 6.814230146124932 | 6.274827493718942 | 6.870144315305419 | 9.67785943311852 | 10.241541140745358 | 18.553927899006506 | 42.58945910880308 | 14.184468070249844 | 21.139608157298806 | 5.521398797976822 | 10.377673640951505 | 6.6648670404608135 | 11.86379455714412 | 5.5977354411315705 | 3.94507981403329 | 4.301991642859346 | 16.31105446631648 | 30.727517977165824 | 17.67628197590619 | 17.88411210609978 | 30.04885581426577 | 24.243702729906758 | 3.738372169078944 | 24.20390333402556 | 14.355837945502458 | 28.890441570117318 | 33.72462986911864 | 26.524093867790572 | 5.149152436737417 | 13.054158632601588 | 27.329186066594986 | 25.174462036340596 | 6.658942571511111 | 11.346262320998516 | 6.13720274225108 | 4.832046808217808 | 15.108414497118876 | 7.893112811221843 | 30.305518630048617 | 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8.813813543921377 | 16.189500881748188 | 20.753739951344016 | 22.51636274491969 | 26.366363676994656 | 16.258214515792933 | 73.53334211660348 | 7.618611354048603 | 33.96003317751961 | 16.682612716755237 | 31.573640975000448 | 12.203072764829137 | 34.75826925512685 | 26.43712644706991 | 7.410391752897953 | 58.045847607023696 | 5.909372875523636 | 19.142194869903246 | 19.062047418544484 | 32.79097684453269 | 22.567252459441644 | 29.292125169811488 | 17.493612609398486 | 9.6697847827637 | 21.021478327020162 | 23.009494803848586 | 16.04390720738226 | 34.34067355207753 | 13.981704254869896 | 23.953206000423105 | 3.4314822696323453 | 2.6025027978900446 | 26.174793131442115 | 10.01463785760664 | 2.939686195899031 | 7.730243281610826 | 11.229280462101269 | 23.92572192199878 | 31.73078598619267 | 34.78372487184267 | 4.509901847930365 | 34.931080249878356 | 11.92129457157844 | 5.233614333972131 | 33.17983052180552 | 4.068567451461563 | 5.65438773336659 | 29.892230506058052 | 18.412108195038172 | 34.439519109133066 | 34.094671555308885 | 38.68133019964423 | 14.157618367603856 | 5.01027452162586 | 25.450971090435083 | 9.331873475952353 | 29.012412161495234 | 4.58010390780015 | 2.7880239061615217 | 7.192134758391913 | 4.447006532371147 | 14.162646441923975 | 5.262543114125591 | 18.950140785843846 | 7.557613836089746 | 26.13757800491908 | 8.518368819825941 | 9.206483550233044 | 23.798343063681664 | 5.082622503661459 | 9.483292463184675 | 27.009092211904214 | 12.070963853502258 | 9.333524249397215 | 3.1173546087393174 | 16.838745363400548 | 9.261530211815161 | 22.858495600527462 | 4.609239983616453 | 4.337716989644476 | 6.845263150988223 | 3.9867615922981656 | 3.942019717547555 | 8.358617120016804 | 5.638715327083245 | 14.443681672997723 | 5.206806909618233 | 4.792003061041762 | 3.617491854702611 | 4.5253297556563465 | 24.52462505204526 | 21.703639977292365 | 6.487148786289863 | 3.4366780926925458 | 12.936807730590692 | 20.79984523786738 | 30.109645900440416 | 32.17043364830599 | 32.07549899162788 | 15.873259356194822 | 36.02048861674142 | 31.108804092805773 | 5.022613572077294 | 11.542183600920367 | 5.381943569772152 | 23.54172165599394 | 12.725569101860351 | 13.941985583704614 | 13.034810579963597 | 34.674144995734075 | 32.828397277687884 | 28.135234404564986 | 12.317073039837801 | 2.456580864016779 | 5.719469185475782 | 33.39040982996684 | 6.4936008953274955 | 17.140209910143295 | 39.15759074969108 | 28.289704537562283 | 31.545648453277952 | 24.073575770570834 | 5.7718907373891275 | 10.642080049657059 | 8.195632085704137 | 20.66985917805605 | 13.123734716048164 | 5.901868473538136 | 8.899866211376143 | 2.3484232478691895 | 4.484757754971249 | 8.03272664433693 | 36.82821658465122 | 5.168813335665843 | 22.531929933960296 | 11.967744592963681 | 7.279198104852423 | 15.664438226711205 | 19.853092712268136 | 20.945607265646494 | 13.586158272023864 | 2.34025775271139 | 19.137215710276177 | 35.200759795997534 | 30.780478919191676 | 17.49276018119137 | 15.58883054950879 | 1.7474766377336135 | 7.809978763602382 | 32.74024114399908 | 15.658923166190474 | 5.259690199206153 | 34.931080249878356 | 4.079857563764962 | 42.49495194809841 | 6.167177061671041 | 15.224754850221926 | 7.4146554409675485 | 7.480487401715131 | 14.846126636837186 | 7.750388385879131 | 30.736567892107157 | 16.031764503070978 | 23.543403257035003 | 18.070410162929225 | 3.71622495238241 | 6.930997229466764 | 8.243458293757772 | 11.242508768920741 | 19.73745103844787 | 10.629753781458993 | 2.3125601867048444 | 5.658193588866436 | 53.13772102376511 | 15.747527201721988 | 8.217474693463252 | 10.546722225142558 | 6.466733354682338 | 12.367314577116636 | 7.771165508268117 | 8.929940440792757 | 12.748571446706265 | 4.652978184548629 | 9.412480190917867 | 3.754665166656042 | 28.877458828772994 | 34.848643031730276 | 27.307943496209596 | 34.508723359296944 | 12.051700556555792 | 1.9485761801511479 | 2.5752989629336005 | 8.879570943329416 | 6.648565332315065 | 27.354048794559795 | 14.309820211595175 | 33.27618015191828 | 14.142279113721663 | 4.572122480408366 | 5.009049745046282 | 37.701129317462446 | 32.26248280661618 | 32.50243556371844 | 2.4761633202936166 | 29.53968119208841 | 15.011858812914744 | 7.3826252219445445 | 31.25005823242532 | 21.85975779609014 | 10.377184762788852 | 15.991654221250801 | 9.395715930872644 | 29.37393961369674 | 28.79902496040961 | 30.274883458403004 | 31.741378028234195 | 20.96249273758919 | 20.385920838323667 | 23.126552498441967 | 9.007604540764873 | 4.113185878629102 | 34.931080249878356 | 16.930072204155756 | 13.250638041264132 | 11.00172401356567 | 34.931080249878356 | 4.362380644978452 | 35.97894216383298 | 13.178089979899903 | 34.98849016937037 | 32.94530442769433 | 22.243074645323546 | 33.92556736640167 | 26.82739848739657 | 34.93723536961244 | 12.601611792271495 | 4.824257413947541 | 16.017980188003893 | 9.777477929079886 | 3.812362051095201 | 5.793552742800703 | 4.653068591528571 | 13.767886721076346 | 31.78375556702715 | 37.140483940917946 | 5.083734148434755 | 9.290443865567937 | 3.062545054644799 | 5.619170517112793 | 25.801209563073105 | 5.094601453293077 | 7.254850783036908 | 10.634684110536778 | 28.72660021597696 | 26.276201680008768 | 3.9809509507581633 | 32.978081261195996 | 12.68439735122645 | 17.166955419554885 | 6.170644243994626 | 25.248290979419505 | 2.7153027464327884 | 32.89635433071696 | 8.34487829711017 | 10.230703124890155 | 21.489518206874887 | 5.581940369954666 | 10.854439581034553 | 2.9915182924682844 | 8.204273135191546 | 48.677202073875385 | 7.9383929356617005 | 6.423369088209763 | 24.952369500518937 | 22.561665777267496 | 6.075776589367594 | 7.78157756950607 | 7.61994661830779 | 22.838826569355668 | 11.836712299973767 | 6.664276670967567 | 18.718883395102605 | 20.026264661695578 | 30.96551808832543 | 9.903676648205293 | 20.22414041674508 | 8.475282206681921 | 32.11325474090158 | 18.467451370787106 | 11.03870311428473 | 4.273836262758768 | 30.318325780750133 | 20.34790164174366 | 24.00694360683887 | 27.87505565976761 | 21.701778084877635 | 12.730267996445338 | 5.1875453647149055 | 35.16661513503224 | 4.08836190709375 | 15.656114007742097 | 34.33257589263834 | 22.361399781662783 | 5.340633397134961 | 5.704807368956081 | 6.681824548802865 | 5.243858587396774 | 7.338751650177506 | 11.000698798887834 | 12.511305008061369 | 22.663391075743828 | 4.7734032727539715 | 6.870006367503154 | 5.17131800222811 | 9.313480980755237 | 15.027877849003147 | 17.323891918839987 | 17.182452890869936 | 4.106537980720879 | 28.343956738830446 | 26.315352091002747 | 22.412706040592703 | 27.20020319864897 | 4.720847703021378 | 7.545827718196445 | 23.48440021868753 | 5.099130980752192 | 27.939451675127284 | 36.0007484535582 | 55.8774460550391 | 12.63484204084565 | 18.460655985526287 | 7.837938971193291 | 32.63526137597471 | 12.212844867104717 | 32.865342158230405 | 24.757302500439664 | 11.307612960650983 | 23.58630885692727 | 30.38804576463521 | 30.306572768241743 | 35.17795887198111 | 32.096327709714814 | 15.716275424907538 | 10.554794815081198 | 37.942885189691644 | 21.345988165010187 | 8.57288551840756 | 31.80569919437515 | 37.50564885822292 | 25.94450304698844 | 38.68133019964423 | 35.10869646003464 | 4.502114765718611 | 33.65298595416908 | 31.33061482552907 | 28.760006707038766 | 17.6533086912224 | 34.77227315787742 | 26.894795843379775 | 23.654235139641447 | 11.771977823152163 | 11.168697947077815 | 32.62635561178901 | 18.045856008886265 | 34.72542193872544 | 8.685753915901863 | 31.822574046662915 | 30.973619248095204 | 30.68856468275496 | 33.01281646687183 | 37.07826416283901 | 14.637747342213908 | 28.549477830330922 | 20.25810407492485 | 33.877962043197726 | 28.2655016253612 | 8.533611217652851 | 11.452068058864471 | 3.4779761431903533 | 24.910401105931136 | 31.014951387975362 | 31.395602332707153 | 10.488468407685792 | 2.7776927866237813 | 11.405454440591784 | 28.936410576647713 | 18.168716726106474 | 31.290092902561593 | 4.738739911445097 | 8.711925778477081 | 19.2529225919079 | 15.51600457657978 | 17.83446755012005 | 4.416870386660072 | 32.64194083103251 | 14.306377434530937 | 11.615419431010237 | 7.08886347842262 | 3.7672317672761912 | 29.360101172058656 | 19.046019936119173 | 29.067150201420137 | 10.215359639938937 | 20.786109866598665 | 11.278204617186155 | 5.333140475095717 | 23.954916859454244 | 15.201910178458524 | 23.93147523696029 | 9.271651267877447 | 22.220663937851864 | 7.222457671967118 | 12.860450338218074 | 19.428134467006906 | 3.681303023506254 | 6.432089313154305 | 6.361006869914495 | 17.009682559979776 | 10.41049049814119 | 5.877245910729413 | 14.722669837886604 | 29.7824013976354 | 36.19482779981868 | 11.271604303247958 | 17.211557098147246 | 20.358303560681186 | 10.23582699961688 | 2.5779497374048854 | 5.465439401704378 | 27.575354260878573 | 34.61252654960739 | 3.7176023446084185 | 33.5887408241219 | 19.43676087162715 | 14.599132858120345 | 22.358211948402978 | 19.485078201709737 | 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-+-----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+---------------------+----------------------+-----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+-----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+------------------------+----------------------+---------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+------------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+------------------------+----------------------+----------------------+-----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+-----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+-----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+-----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+----------------------+---------------------+----------------------+----------------------+--------------------+---------------------+---------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+----------------------+---------------------+----------------------+---------------------+----------------------+----------------------+---------------------+---------------------+----------------------+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summary_of_summary = stats.mean(axis=1)
print("Resumen promedio de las estadísticas:")
print(summary_of_summary)
Resumen promedio de las estadísticas:
count 580.000000
mean 0.273373
std 1.844668
min -8.349819
25% -0.264157
50% 0.059025
75% 0.470622
max 20.753779
dtype: float64
Variables predictoras#
Para cada una de las 4 variables predictoras se realiza un examen o inspección general del conjunto de datos para observar el conteo o frecuencia de datos en las mismas.
categorical_columns = train_data.select_dtypes(include=['object', 'category']).columns
print("Columnas categóricas en train_data:")
print(categorical_columns)
Columnas categóricas en train_data:
Index(['cell_type', 'sm_name', 'sm_lincs_id', 'SMILES'], dtype='object')
for col in categorical_columns:
print(f"\nValores únicos en la columna {col}:")
print(train_data[col].value_counts())
Valores únicos en la columna cell_type:
cell_type
NK cells 146
T cells CD4+ 146
T regulatory cells 146
T cells CD8+ 142
Name: count, dtype: int64
Valores únicos en la columna sm_name:
sm_name
Clotrimazole 4
Mometasone Furoate 4
STK219801 4
PRT-062607 4
AT 7867 4
..
HYDROXYUREA 4
CGP 60474 3
Resminostat 3
Alvocidib 3
Oprozomib (ONX 0912) 3
Name: count, Length: 146, dtype: int64
Valores únicos en la columna sm_lincs_id:
sm_lincs_id
LSM-5341 4
LSM-3349 4
LSM-43281 4
LSM-46971 4
LSM-1155 4
..
LSM-45988 4
LSM-1025 3
LSM-45663 3
LSM-1011 3
LSM-45496 3
Name: count, Length: 146, dtype: int64
Valores únicos en la columna SMILES:
SMILES
Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 4
C[C@@H]1C[C@H]2[C@@H]3CCC4=CC(=O)C=C[C@]4(C)[C@@]3(Cl)[C@@H](O)C[C@]2(C)[C@@]1(OC(=O)c1ccco1)C(=O)CCl 4
CC1=NN(c2ccc(C(=O)O)cc2)C(=O)/C1=C/c1ccc(-c2cc(C)c(C)cc2[N+](=O)[O-])o1 4
NC(=O)c1cnc(N[C@@H]2CCCC[C@@H]2N)nc1Nc1cccc(-n2nccn2)c1 4
Clc1ccc(C2(c3ccc(-c4cn[nH]c4)cc3)CCNCC2)cc1 4
..
NC(O)=NO 4
OCCCNc1cc(-c2ccnc(Nc3cccc(Cl)c3)n2)ccn1 3
CN(C)Cc1ccc(S(=O)(=O)n2ccc(/C=C/C(=O)NO)c2)cc1 3
CN1CC[C@H](c2c(O)cc(O)c3c(=O)cc(-c4ccccc4Cl)oc23)[C@H](O)C1 3
COC[C@H](NC(=O)c1cnc(C)s1)C(=O)N[C@@H](COC)C(=O)N[C@@H](Cc1ccccc1)C(=O)[C@@]1(C)CO1 3
Name: count, Length: 146, dtype: int64
Análisis de variables categóricas#
La mayoría de los compuestos parecen tener un conteo similar (muy bajo), ya que todas las barras tienen casi la misma altura, alrededor de 1 a 4 ocurrencias por compuesto, además, mo parece haber un compuesto dominante que ocurra significativamente más que los otros, lo que indica una distribución bastante homogénea de los valores
for i, col in enumerate(categorical_columns):
plt.figure(figsize=(8, 4))
sns.countplot(data=train_data, x=col, palette='Set2')
plt.title(f"Distribución de la columna {col}")
# Mostrar las etiquetas solo en la primera gráfica
if i == 0:
plt.xticks(rotation=90) # Rotar los valores en el eje X si son muchos
else:
plt.xticks([]) # Ocultar las etiquetas en el eje X para las demás gráficas
plt.show()
<ipython-input-22-43d5235ffa9d>:3: FutureWarning:
Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.
sns.countplot(data=train_data, x=col, palette='Set2')
<ipython-input-22-43d5235ffa9d>:3: FutureWarning:
Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.
sns.countplot(data=train_data, x=col, palette='Set2')
<ipython-input-22-43d5235ffa9d>:3: FutureWarning:
Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.
sns.countplot(data=train_data, x=col, palette='Set2')
<ipython-input-22-43d5235ffa9d>:3: FutureWarning:
Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.
sns.countplot(data=train_data, x=col, palette='Set2')
Tipos de células en el estudio#
La distribución de las categorías de células es muy equilibrada, con tres tipos de células (NK cells, T cells CD4+, y T regulatory cells) representando exactamente el 25.2% del total, y las T cells CD8+ ligeramente menos, con un 24.5%. Esta distribución uniforme sugiere que no hay un tipo de célula dominante en el conjunto de datos, lo que podría ser relevante para el análisis comparativo entre estos grupos celulares.
cell_type_counts = train_data['cell_type'].value_counts()
fig = px.pie(
values=cell_type_counts.values, # Cantidad de cada categoría
names=cell_type_counts.index, # Nombres de las categorías (cell types)
title="Distribución de cell_type en el conjunto de datos",
labels={'names': 'Cell Type'}, # Etiqueta del nombre de las categorías
hole=0.3 # Para hacer un gráfico de tipo 'donut', cambiar a 0 si no quieres hueco
)
# Añadir las proporciones y los conteos a las etiquetas del gráfico
fig.update_traces(textinfo='percent+label', textposition='inside', hoverinfo='label+value+percent')
# Mostrar el gráfico interactivo
fig.show()
Datos atípicos para variables predictoras#
Se implementará el método del rango intercuartílico para medir datos atípicos. El IQR es una técnica común para detectar outliers. Un valor es considerado atípico si está por debajo de:
Q1 - 1.5 * IQR o por encima de Q3 + 1.5 * IQR, donde:
Q1 es el primer cuartil (percentil 25),
Q3 es el tercer cuartil (percentil 75),
IQR = Q3 - Q1 es el rango intercuarti
numerical_columns = train_data.select_dtypes(include=['float64', 'int64']).columns
# Diccionario para almacenar el resumen de outliers por variable
outliers_summary = {}
# Calcular los outliers usando IQR
for col in numerical_columns:
Q1 = train_data[col].quantile(0.25)
Q3 = train_data[col].quantile(0.75)
IQR = Q3 - Q1
lower_bound = Q1 - 1.5 * IQR
upper_bound = Q3 + 1.5 * IQR
outliers = train_data[(train_data[col] < lower_bound) | (train_data[col] > upper_bound)]
if len(outliers) > 0:
outliers_summary[col] = len(outliers)
# Convertir el diccionario en un DataFrame para una visualización más organizada
outliers_df = pd.DataFrame(list(outliers_summary.items()), columns=['Variable', 'Outliers'])
outliers_df = outliers_df.sort_values(by='Outliers', ascending=False)
outliers_df.head(10)
display(outliers_df)
| Variable | Outliers | |
|---|---|---|
| 7389 | FTH1 | 110 |
| 5980 | DDX5 | 99 |
| 7984 | H1FX | 97 |
| 7397 | FTL | 96 |
| 16761 | TXNIP | 93 |
| ... | ... | ... |
| 8514 | IFI44L | 22 |
| 13552 | RNF139 | 22 |
| 10628 | MRS2 | 21 |
| 14049 | RTP4 | 20 |
| 5288 | CLASP2 | 18 |
18211 rows × 2 columns
Análisis representativo de las variables respuesta#
Dado que las variables respuesta corresponden a la reacción del factor de diferenciación entre las otras predictoras, suman las observaciones a 18010 por lo que se hará un análisis a la variable A1BG en representación del resto de variables del conjunto de datos.
print(train_data['A1BG'].head())
0 0.104720
1 0.915953
2 -0.387721
3 0.232893
4 4.290652
Name: A1BG, dtype: float64
Distribución de la variable A1BG#
A partir de los gráficos de cajas y bigotes y de violín de los datos se puede señalar lo siguiente:
Mediana: En ambos gráficos (boxplot y violín), la mediana de los valores deA1BGparece estar alrededor de 0, lo que nos indica que el valor típico o central de los datos se encuentra muy cerca de cero, lo que sugiere que la mayoría de las observaciones están concentradas cerca de este valor.El rango intercuartílico (IQR), que es la caja en el boxplot, refleja la dispersión de los datos. Este rango es pequeño, lo que indica que la mayoría de los valores deA1BGestán bastante concentrados cerca del valor central (mediana) y parece estar entre aproximadamente -0.5 y 0.5, lo que significa que el 50% de los datos están concentrados en este rango.Valores atípicos:Hay varios valores más allá de 5, con algunos incluso superando 20, lo que indica la presencia de observaciones extremas que se alejan considerablemente de la mayoría de los datos.El gráfico de violín muestra que la mayor densidad de los datos se encuentra alrededor de 0, como lo indica el ensanchamiento del gráfico cerca de la mediana. Esto confirma que la mayoría de los datos están concentrados alrededor de este valor. Las colas en ambos extremos del gráfico de violín (especialmente hacia los valores positivos) son indicativas de la presencia de valores alejados, lo que sugiere una distribución
asimétricacon valores extremos positivos.
fig, axes = plt.subplots(1, 2, figsize=(14, 6))
sns.boxplot(x='A1BG', data=df, ax=axes[0]) # Usamos el primer eje
axes[0].set_title('Boxplot Horizontal de A1BG')
sns.violinplot(x='A1BG', data=df, ax=axes[1]) # Usamos el segundo eje
axes[1].set_title('Gráfico de Violín Horizontal de A1BG')
# Mostrar la figura con ambos gráficos
plt.tight_layout()
plt.show()
Se realizó un histograma para estudiar la frecuencia y la dispersión de los datos en la distribución, se halló lo siguiente:
El histograma muestra un claro sesgo positivo o
asimetría hacia la derecha, ya que hay una larga cola extendiéndose hacia valores más altos, aunque la frecuencia de estos valores más grandes disminuye considerablemente.Existen algunas observaciones que alcanzan valores de hasta 20, pero son poco frecuentes. Este patrón refuerza la existencia de valores atípicos que ya se identificaron en el análisis anterior.
plt.figure(figsize=(8, 6))
sns.histplot(df['A1BG'], bins=30, kde=False) # Cambia 'bins' al número de intervalos que desees
plt.title('Histograma de A1BG con 30 bins')
plt.xlabel('A1BG')
plt.ylabel('Frecuencia')
plt.show()
Revisión de asimetría y curtosis#
Curtosis
Platicúrtica(Colas delgadas, menos outliers): Curtosis < 3Mesocúrtica(Distribución normal, colas moderadas): Curtosis igual o cercana a 3.Leptocúrtica(Colas extremadamente pesadas, muchos outliers): Curtosis > 3
Asimetría
0 a ±0.5: Distribución aproximadamente simétrica.
±0.5 a ±1: Ligera asimetría.
Mayor a ±1: Asimetría significativa o marcada.
Interpretación de resultados
El valor de asimetría de 7 es extremadamente alto, lo que confirma que los datos no son simétricos y que la mayoría de las observaciones se concentran en valores bajos, con algunos valores atípicos extremadamente altos.
El valor de curtosis indica una distribución leptocúrtica (colas extremadamente pesadas). En una distribución normal, el valor de curtosis es cercano a 3, pero en este caso, un valor de 84 es excepcionalmente alto.
import scipy.stats as stats
asimetria = stats.skew(train_data['A1BG'])
curtosis = stats.kurtosis(train_data['A1BG'], fisher=False) # fisher=False calcula la curtosis estándar (no ajustada)
print(f"Asimetría (Skewness) de A1BG: {asimetria}")
print(f"Curtosis (Kurtosis) de A1BG: {curtosis}")
Asimetría (Skewness) de A1BG: 7.007835660015238
Curtosis (Kurtosis) de A1BG: 84.08211354720297
Análisis bivariado#
Se realizará un análisis bivariado para relacionar la distribución de la variable A1GF y el tipo de célula y el compuesto. En dicho análisis se menciona lo siguiente:
En general, la mediana de A1BG es cercana a 0 en todos los tipos de células, lo que indica que la mayoría de los valores están concentrados alrededor de este valor, sin embargo, hay una cantidad considerable de valores atípicos (outliers) en varios tipos de células, especialmente en
NK cellsyMyeloid cells, donde algunos valores alcanzan números extremadamente altos (más allá de 20).Los bigotes varían en longitud, indicando diferentes niveles de dispersión entre los tipos de células. Las
B cellsyT regulatory cellsparecen tener una menor dispersión en comparación con otros tipos de células como lasMyeloid cells.
plt.figure(figsize=(10, 6))
sns.boxplot(y='cell_type', x='A1BG', data=df)
plt.title('Boxplot de A1BG vs cell_type')
plt.xticks(rotation=90) # Rotamos los nombres de las categorías si son largas
plt.xlabel('Tipo de Célula')
plt.ylabel('A1BG')
plt.show()
Se mostrará lo posible correlación entre los tipos de célula y la respuesta del gen A1BG con base a un scatterplot ya que es una variable categórica vs numérica.
Este scatterplot confirma que la mayoría de los valores de A1BG están concentrados cerca de 0 para todos los tipos de células, pero también revela que algunos tipos de células, como las T regulatory cells y las NK cells, presentan valores atípicos o extremos. Estos valores elevados podrían indicar que ciertos compuestos o condiciones afectan de manera significativa la expresión de A1BG en estas células
plt.figure(figsize=(10, 6))
sns.scatterplot(x='cell_type', y='A1BG', data=df)
plt.title('Scatterplot de A1BG vs cell_type')
plt.xticks(rotation=90)
plt.xlabel('Tipo de Célula')
plt.ylabel('A1BG')
plt.show()
Verificación de multicolinealidad#
Para variables numéricas
Un valor VIF de 1: Sin multicolinealidad (variable perfectamente independiente).
Un valor VIF entre 1 y 5: Multicolinealidad baja a moderada (no se considera problemática).
Un valor VIF entre 5 y 10: Multicolinealidad moderada a alta (considerada problemática).
Un valor VIF superior a 10: Multicolinealidad alta (preocupación grave, requiere medidas).
Para variables categóricas
Para detectar dependencia entre dos variables categóricas, puedes usar la correlación de Cramer’s V. Esta medida te da una idea de cuán asociadas están dos variables categóricas. El valor de Cramer’s V varía de 0 (sin relación) a 1 (relación perfecta).
Se verificará la relación entre sm_name y sm_id para determinar si hay multicolinealidad y elimanr alguna de ellas. Dado que el resultado de la V de cramer es 1.0 se procede a eliminar del modelo la columna sm_lincs_id para ahorrar costo computacional y excedentes de procesamiento en futuros modelos.
import pandas as pd
import numpy as np
from scipy.stats import chi2_contingency
def cramers_v(x, y):
confusion_matrix = pd.crosstab(x, y)
chi2 = chi2_contingency(confusion_matrix)[0]
n = confusion_matrix.sum().sum()
r, k = confusion_matrix.shape
return np.sqrt(chi2 / (n * (min(k - 1, r - 1))))
# Usar cramers_v con dos variables categóricas
cramers_v(train_data['sm_name'], train_data['sm_lincs_id'])
1.0
train_data = train_data.drop(columns=['sm_lincs_id'])
train_data.head()
| cell_type | sm_name | SMILES | control | A1BG | A1BG-AS1 | A2M | A2M-AS1 | A2MP1 | A4GALT | ... | ZUP1 | ZW10 | ZWILCH | ZWINT | ZXDA | ZXDB | ZXDC | ZYG11B | ZYX | ZZEF1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NK cells | Clotrimazole | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | 0.104720 | -0.077524 | -1.625596 | -0.144545 | 0.143555 | 0.073229 | ... | -0.227781 | -0.010752 | -0.023881 | 0.674536 | -0.453068 | 0.005164 | -0.094959 | 0.034127 | 0.221377 | 0.368755 |
| 1 | T cells CD4+ | Clotrimazole | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | 0.915953 | -0.884380 | 0.371834 | -0.081677 | -0.498266 | 0.203559 | ... | -0.494985 | -0.303419 | 0.304955 | -0.333905 | -0.315516 | -0.369626 | -0.095079 | 0.704780 | 1.096702 | -0.869887 |
| 2 | T cells CD8+ | Clotrimazole | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | -0.387721 | -0.305378 | 0.567777 | 0.303895 | -0.022653 | -0.480681 | ... | -0.119422 | -0.033608 | -0.153123 | 0.183597 | -0.555678 | -1.494789 | -0.213550 | 0.415768 | 0.078439 | -0.259365 |
| 3 | T regulatory cells | Clotrimazole | Clc1ccccc1C(c1ccccc1)(c1ccccc1)n1ccnc1 | False | 0.232893 | 0.129029 | 0.336897 | 0.486946 | 0.767661 | 0.718590 | ... | 0.451679 | 0.704643 | 0.015468 | -0.103868 | 0.865027 | 0.189114 | 0.224700 | -0.048233 | 0.216139 | -0.085024 |
| 4 | NK cells | Mometasone Furoate | C[C@@H]1C[C@H]2[C@@H]3CCC4=CC(=O)C=C[C@]4(C)[C... | False | 4.290652 | -0.063864 | -0.017443 | -0.541154 | 0.570982 | 2.022829 | ... | 0.758474 | 0.510762 | 0.607401 | -0.123059 | 0.214366 | 0.487838 | -0.819775 | 0.112365 | -0.122193 | 0.676629 |
5 rows × 18215 columns